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Indian Institute of Science

1. Abdulla, Mohammed Shahid. Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization.

Degree: 2008, Indian Institute of Science

URL: http://hdl.handle.net/2005/812

► In Chapter 2, we propose several two-timescale simulation-based actor-critic algorithms for solution of infinite horizon Markov Decision Processes (MDPs) with finite state-space under the average…
(more)

Subjects/Keywords: Markov Processes - Data Processing; Algorithms; Simulation; Markov Decision Processes (MDPs); Infinite Horizon Markov Decision Processes; Finite Horizon Markov Decision Processes; Stochastic Approximation - Algorithms; Simultaneous Perturbation Stochastic Approximation (SPSA); Network Flow-Control; FH-MDP Algorithms; Stochastic Optimization; Reinforcement Learning Algorithms; Computational Mathematics

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Abdulla, M. S. (2008). Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/812

Note: this citation may be lacking information needed for this citation format:

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Abdulla, Mohammed Shahid. “Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization.” 2008. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/812.

Note: this citation may be lacking information needed for this citation format:

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Abdulla, Mohammed Shahid. “Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization.” 2008. Web. 19 Jul 2019.

Vancouver:

Abdulla MS. Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization. [Internet] [Thesis]. Indian Institute of Science; 2008. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/812.

Note: this citation may be lacking information needed for this citation format:

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Abdulla MS. Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization. [Thesis]. Indian Institute of Science; 2008. Available from: http://hdl.handle.net/2005/812

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

2. Prashanth, L A. Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design.

Degree: 2013, Indian Institute of Science

URL: http://hdl.handle.net/2005/2810

► A fundamental question in a sequential decision making setting under uncertainty is “how to allocate resources amongst competing entities so as to maximize the rewards…
(more)

Subjects/Keywords: Vehicular Traffic Control; Service Systems; Sensor Networks; Mechanism Design; Traffic Signal Control - Q-Learning; Traffic Signal Control; Signal Control - Threshold Tuning; Traffic Light Control Algorithm; Adaptive Labor Staffing; Sleep-Wake Scheduling Algorithms; Reinforcement Learning; Vehicular Control; Graded Signal Control; Adaptive Sleep–wake Control; Computer Science

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Prashanth, L. A. (2013). Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/2810

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Prashanth, L A. “Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design.” 2013. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/2810.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Prashanth, L A. “Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design.” 2013. Web. 19 Jul 2019.

Vancouver:

Prashanth LA. Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design. [Internet] [Thesis]. Indian Institute of Science; 2013. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/2810.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Prashanth LA. Resource Allocation for Sequential Decision Making Under Uncertainaty : Studies in Vehicular Traffic Control, Service Systems, Sensor Networks and Mechanism Design. [Thesis]. Indian Institute of Science; 2013. Available from: http://hdl.handle.net/2005/2810

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

3. Prasad, H L. Algorithms For Stochastic Games And Service Systems.

Degree: 2012, Indian Institute of Science

URL: http://hdl.handle.net/2005/2301

► This thesis is organized into two parts, one for my main area of research in the field of stochastic games, and the other for my…
(more)

Subjects/Keywords: Algorithms; Stochastic Games; Stochastic Games - Algorithms; Nash Equilibrium Computation; Gradient Descent Schemes; Markov Decision Processes; Service Systems - Labour Costs - Modelling; Labour Staffing Optimization - Algorithms; Markov Cost Process; Labour Costs - Modelling; Labor Cost Optimization; Nash Equilibria; Game Theory

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Prasad, H. L. (2012). Algorithms For Stochastic Games And Service Systems. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/2301

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Prasad, H L. “Algorithms For Stochastic Games And Service Systems.” 2012. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/2301.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Prasad, H L. “Algorithms For Stochastic Games And Service Systems.” 2012. Web. 19 Jul 2019.

Vancouver:

Prasad HL. Algorithms For Stochastic Games And Service Systems. [Internet] [Thesis]. Indian Institute of Science; 2012. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/2301.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Prasad HL. Algorithms For Stochastic Games And Service Systems. [Thesis]. Indian Institute of Science; 2012. Available from: http://hdl.handle.net/2005/2301

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

4. Prasad, H L. Algorithms For Stochastic Games And Service Systems.

Degree: 2012, Indian Institute of Science

URL: http://etd.iisc.ernet.in/handle/2005/2301 ; http://etd.ncsi.iisc.ernet.in/abstracts/2961/G25466-Abs.pdf

► This thesis is organized into two parts, one for my main area of research in the field of stochastic games, and the other for my…
(more)

Subjects/Keywords: Algorithms; Stochastic Games; Stochastic Games - Algorithms; Nash Equilibrium Computation; Gradient Descent Schemes; Markov Decision Processes; Service Systems - Labour Costs - Modelling; Labour Staffing Optimization - Algorithms; Markov Cost Process; Labour Costs - Modelling; Labor Cost Optimization; Nash Equilibria; Game Theory

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Prasad, H. L. (2012). Algorithms For Stochastic Games And Service Systems. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/handle/2005/2301 ; http://etd.ncsi.iisc.ernet.in/abstracts/2961/G25466-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Prasad, H L. “Algorithms For Stochastic Games And Service Systems.” 2012. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/handle/2005/2301 ; http://etd.ncsi.iisc.ernet.in/abstracts/2961/G25466-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Prasad, H L. “Algorithms For Stochastic Games And Service Systems.” 2012. Web. 19 Jul 2019.

Vancouver:

Prasad HL. Algorithms For Stochastic Games And Service Systems. [Internet] [Thesis]. Indian Institute of Science; 2012. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/handle/2005/2301 ; http://etd.ncsi.iisc.ernet.in/abstracts/2961/G25466-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Prasad HL. Algorithms For Stochastic Games And Service Systems. [Thesis]. Indian Institute of Science; 2012. Available from: http://etd.iisc.ernet.in/handle/2005/2301 ; http://etd.ncsi.iisc.ernet.in/abstracts/2961/G25466-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

5. Prabuchandran, K J. Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control.

Degree: 2016, Indian Institute of Science

URL: http://etd.iisc.ernet.in/handle/2005/2664 ; http://etd.ncsi.iisc.ernet.in/abstracts/3481/G27183-Abs.pdf

► Many sequential decision making problems under uncertainty arising in engineering, *science* and economics are often modelled as Markov Decision Processes (MDPs). In the setting of…
(more)

Subjects/Keywords: Wireless Sensor Networks; Road Traffic Control; Reinforcement Learning Algorithms; Markov Decision Processes (MDPs); Sensor Networks; Traffic Signal Control (TSC); Reinforcement Learning; Energy Harvesting Sensor Nodes; Stochastic Approximation; Grassmannian Search; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Prabuchandran, K. J. (2016). Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/handle/2005/2664 ; http://etd.ncsi.iisc.ernet.in/abstracts/3481/G27183-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Prabuchandran, K J. “Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control.” 2016. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/handle/2005/2664 ; http://etd.ncsi.iisc.ernet.in/abstracts/3481/G27183-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Prabuchandran, K J. “Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control.” 2016. Web. 19 Jul 2019.

Vancouver:

Prabuchandran KJ. Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control. [Internet] [Thesis]. Indian Institute of Science; 2016. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/handle/2005/2664 ; http://etd.ncsi.iisc.ernet.in/abstracts/3481/G27183-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Prabuchandran KJ. Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control. [Thesis]. Indian Institute of Science; 2016. Available from: http://etd.iisc.ernet.in/handle/2005/2664 ; http://etd.ncsi.iisc.ernet.in/abstracts/3481/G27183-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

6. Prabuchandran, K J. Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control.

Degree: 2016, Indian Institute of Science

URL: http://hdl.handle.net/2005/2664

► Many sequential decision making problems under uncertainty arising in engineering, *science* and economics are often modelled as Markov Decision Processes (MDPs). In the setting of…
(more)

Subjects/Keywords: Wireless Sensor Networks; Road Traffic Control; Reinforcement Learning Algorithms; Markov Decision Processes (MDPs); Sensor Networks; Traffic Signal Control (TSC); Reinforcement Learning; Energy Harvesting Sensor Nodes; Stochastic Approximation; Grassmannian Search; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Prabuchandran, K. J. (2016). Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/2664

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Prabuchandran, K J. “Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control.” 2016. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/2664.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Prabuchandran, K J. “Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control.” 2016. Web. 19 Jul 2019.

Vancouver:

Prabuchandran KJ. Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control. [Internet] [Thesis]. Indian Institute of Science; 2016. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/2664.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Prabuchandran KJ. Feature Adaptation Algorithms for Reinforcement Learning with Applications to Wireless Sensor Networks And Road Traffic Control. [Thesis]. Indian Institute of Science; 2016. Available from: http://hdl.handle.net/2005/2664

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

7. Joseph, Ajin George. Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings.

Degree: 2017, Indian Institute of Science

URL: http://etd.iisc.ernet.in/2005/3645 ; http://etd.iisc.ernet.in/abstracts/4515/G28470-Abs.pdf

► Optimization is a very important field with diverse applications in physical, social and biological sciences and in various areas of engineering. It appears widely in…
(more)

Subjects/Keywords: Optimization Algorithms; Reinforcement Learning; Machine Learning; Markov Decision Process; Stochastic Approximation Algorithm; Stochastic Optimization; Cross Entropy Method; Stochastic Global Optimization; Cross Entropy Optimization Method; Quantile Estimation; Continuous Optimization; Computer Science

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Joseph, A. G. (2017). Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/2005/3645 ; http://etd.iisc.ernet.in/abstracts/4515/G28470-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Joseph, Ajin George. “Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings.” 2017. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/2005/3645 ; http://etd.iisc.ernet.in/abstracts/4515/G28470-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Joseph, Ajin George. “Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings.” 2017. Web. 19 Jul 2019.

Vancouver:

Joseph AG. Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings. [Internet] [Thesis]. Indian Institute of Science; 2017. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/2005/3645 ; http://etd.iisc.ernet.in/abstracts/4515/G28470-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Joseph AG. Optimization Algorithms for Deterministic, Stochastic and Reinforcement Learning Settings. [Thesis]. Indian Institute of Science; 2017. Available from: http://etd.iisc.ernet.in/2005/3645 ; http://etd.iisc.ernet.in/abstracts/4515/G28470-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

8. Lakshmanan, K. Online Learning and Simulation Based Algorithms for Stochastic Optimization.

Degree: 2012, Indian Institute of Science

URL: http://hdl.handle.net/2005/3245

► In many optimization problems, the relationship between the objective and parameters is not known. The objective function itself may be stochastic such as a long-run…
(more)

Subjects/Keywords: Stochastic Approximation Algorithms; Stochastic Optimization; Markov Decision Process; Reinforcement Learning Algorithm; Queueing Networks; Queuing Theory; Quasi-Newton Stochastic Approximation Algorithm; Online Q-Learning Algorithm; Online Actor-Critic Algorithm; Markov Decision Processes; Q-learning Algorithm; Linear Function Approximation; Quasi-Newton Smoothed Functional Algorithms; Computer Science

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Lakshmanan, K. (2012). Online Learning and Simulation Based Algorithms for Stochastic Optimization. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/3245

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Lakshmanan, K. “Online Learning and Simulation Based Algorithms for Stochastic Optimization.” 2012. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/3245.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Lakshmanan, K. “Online Learning and Simulation Based Algorithms for Stochastic Optimization.” 2012. Web. 19 Jul 2019.

Vancouver:

Lakshmanan K. Online Learning and Simulation Based Algorithms for Stochastic Optimization. [Internet] [Thesis]. Indian Institute of Science; 2012. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/3245.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Lakshmanan K. Online Learning and Simulation Based Algorithms for Stochastic Optimization. [Thesis]. Indian Institute of Science; 2012. Available from: http://hdl.handle.net/2005/3245

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

9. Sindhu, P R. Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks.

Degree: 2014, Indian Institute of Science

URL: http://etd.iisc.ernet.in/2005/3505 ; http://etd.iisc.ernet.in/abstracts/4372/G26647-Abs.pdf

► In this thesis, we consider stochastic systems which arise in diﬀerent real-world application contexts. The ﬁrst problem we consider is based on product adoption and…
(more)

Subjects/Keywords: Stochastic Control; Optimal Pricing; Dynamic Pricing; Energy Harvesting Sensor Networks; Product Pricing; Energy Sharing; Diffusion Models; Markov Decision Processes; Product Pricing Algorithms; Energy Sharing Algorithms; Q-learning; Energy Harvesting Sensor Nodes; Optimal Pricing Policy; Computer Science

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Sindhu, P. R. (2014). Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/2005/3505 ; http://etd.iisc.ernet.in/abstracts/4372/G26647-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Sindhu, P R. “Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks.” 2014. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/2005/3505 ; http://etd.iisc.ernet.in/abstracts/4372/G26647-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Sindhu, P R. “Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks.” 2014. Web. 19 Jul 2019.

Vancouver:

Sindhu PR. Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks. [Internet] [Thesis]. Indian Institute of Science; 2014. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/2005/3505 ; http://etd.iisc.ernet.in/abstracts/4372/G26647-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Sindhu PR. Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks. [Thesis]. Indian Institute of Science; 2014. Available from: http://etd.iisc.ernet.in/2005/3505 ; http://etd.iisc.ernet.in/abstracts/4372/G26647-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

10. Reddy, Danda Sai Koti. Stochastic Newton Methods With Enhanced Hessian Estimation.

Degree: 2017, Indian Institute of Science

URL: http://etd.iisc.ernet.in/2005/3582 ; http://etd.iisc.ernet.in/abstracts/4450/G28169-Abs.pdf

► Optimization problems involving uncertainties are common in a variety of engineering disciplines such as transportation systems, manufacturing, communication networks, healthcare and finance. The large number…
(more)

Subjects/Keywords: Stochastic Newton Methods; Hessian Estimation; Simultaneous Perturbation Stochastic Approximation (SPSA); Random Directions Stochastic Approximation (RDSA); Finite-difference Stochastic Approximation (FDSA); Hessian Estimation Scheme; Computer Science

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Reddy, D. S. K. (2017). Stochastic Newton Methods With Enhanced Hessian Estimation. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/2005/3582 ; http://etd.iisc.ernet.in/abstracts/4450/G28169-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Reddy, Danda Sai Koti. “Stochastic Newton Methods With Enhanced Hessian Estimation.” 2017. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/2005/3582 ; http://etd.iisc.ernet.in/abstracts/4450/G28169-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Reddy, Danda Sai Koti. “Stochastic Newton Methods With Enhanced Hessian Estimation.” 2017. Web. 19 Jul 2019.

Vancouver:

Reddy DSK. Stochastic Newton Methods With Enhanced Hessian Estimation. [Internet] [Thesis]. Indian Institute of Science; 2017. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/2005/3582 ; http://etd.iisc.ernet.in/abstracts/4450/G28169-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Reddy DSK. Stochastic Newton Methods With Enhanced Hessian Estimation. [Thesis]. Indian Institute of Science; 2017. Available from: http://etd.iisc.ernet.in/2005/3582 ; http://etd.iisc.ernet.in/abstracts/4450/G28169-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

11. Ranganath, B N. Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications.

Degree: 2017, Indian Institute of Science

URL: http://etd.iisc.ernet.in/2005/3593 ; http://etd.iisc.ernet.in/abstracts/4462/G28208-Abs.pdf

► Hierarchical Bayesian Models and Matrix factorization methods provide an unsupervised way to learn latent components of data from the grouped or sequence data. For example,…
(more)

Subjects/Keywords: Scalable Sprase Bayesian; Matrix Tri-factorization Model; Mining Application - Texts; Hierarchical Bayesian Models; Sparse Entity Resolution Model (SERM); Sparse Topical Analysis; Scalable Focussed Entity Resolution; Block Exchangeable Model (BEM); Sequential Grouped Data; Dirichlet Process; Computer Science

Record Details Similar Records

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Ranganath, B. N. (2017). Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/2005/3593 ; http://etd.iisc.ernet.in/abstracts/4462/G28208-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Ranganath, B N. “Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications.” 2017. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/2005/3593 ; http://etd.iisc.ernet.in/abstracts/4462/G28208-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Ranganath, B N. “Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications.” 2017. Web. 19 Jul 2019.

Vancouver:

Ranganath BN. Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications. [Internet] [Thesis]. Indian Institute of Science; 2017. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/2005/3593 ; http://etd.iisc.ernet.in/abstracts/4462/G28208-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Ranganath BN. Scalable Sprase Bayesian Nonparametric and Matrix Tri-factorization Models for Text Mining Applications. [Thesis]. Indian Institute of Science; 2017. Available from: http://etd.iisc.ernet.in/2005/3593 ; http://etd.iisc.ernet.in/abstracts/4462/G28208-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

12. Ramaswamy, Arunselvan. Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications.

Degree: 2016, Indian Institute of Science

URL: http://etd.iisc.ernet.in/2005/3788 ; http://etd.iisc.ernet.in/abstracts/4659/G28523-Abs.pdf

► Stochastic approximation algorithms encompass a class of iterative schemes that converge to a sought value through a series of successive approximations. Such algorithms converge even…
(more)

Subjects/Keywords: Stochastic Approximation Algorithms; Set-Valued Dynamical Systems; Stochastic Recursive Inclusions; Stability Theorem; Controlled Markov Process; Borkar-Meyn Theorem; Stochastic Approximations; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Ramaswamy, A. (2016). Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/2005/3788 ; http://etd.iisc.ernet.in/abstracts/4659/G28523-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Ramaswamy, Arunselvan. “Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications.” 2016. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/2005/3788 ; http://etd.iisc.ernet.in/abstracts/4659/G28523-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Ramaswamy, Arunselvan. “Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications.” 2016. Web. 19 Jul 2019.

Vancouver:

Ramaswamy A. Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications. [Internet] [Thesis]. Indian Institute of Science; 2016. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/2005/3788 ; http://etd.iisc.ernet.in/abstracts/4659/G28523-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Ramaswamy A. Stochastic Approximation Algorithms with Set-valued Dynamics : Theory and Applications. [Thesis]. Indian Institute of Science; 2016. Available from: http://etd.iisc.ernet.in/2005/3788 ; http://etd.iisc.ernet.in/abstracts/4659/G28523-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

13. Lakshminarayanan, Chandrashekar. Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application.

Degree: 2015, Indian Institute of Science

URL: http://etd.iisc.ernet.in/2005/3963 ; http://etd.iisc.ernet.in/abstracts/4850/G27265-Abs.pdf

► Problems involving optimal sequential making in uncertain dynamic systems arise in domains such as engineering, *science* and economics. Such problems can often be cast in…
(more)

Subjects/Keywords: Dynamic Programming (DP); Reinforcement Learning - Machine Learning; Markov Decision Process (MDP); Bellman Equation CBE; Machine Learning; Bellman Operator; Crowdsourcing; Approximate Linear Programming (ALP); Reinforcement Learning; Stochastic Approximation; Approximate Dynamic Programming (ADP); Approximate Linear Program; Linear Function Approximation (LFA); Reduced Linear Program (RLP); Generalized Reduced Linear Program (GRLP); Crowd Sourcing; Computer Science and Automation

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Lakshminarayanan, C. (2015). Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/2005/3963 ; http://etd.iisc.ernet.in/abstracts/4850/G27265-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Lakshminarayanan, Chandrashekar. “Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application.” 2015. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/2005/3963 ; http://etd.iisc.ernet.in/abstracts/4850/G27265-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Lakshminarayanan, Chandrashekar. “Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application.” 2015. Web. 19 Jul 2019.

Vancouver:

Lakshminarayanan C. Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application. [Internet] [Thesis]. Indian Institute of Science; 2015. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/2005/3963 ; http://etd.iisc.ernet.in/abstracts/4850/G27265-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Lakshminarayanan C. Approximate Dynamic Programming and Reinforcement Learning - Algorithms, Analysis and an Application. [Thesis]. Indian Institute of Science; 2015. Available from: http://etd.iisc.ernet.in/2005/3963 ; http://etd.iisc.ernet.in/abstracts/4850/G27265-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

14. Dukkipati, Ambedkar. On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions.

Degree: 2006, Indian Institute of Science

URL: http://hdl.handle.net/2005/353

► Kullback-Leibler relative-entropy or KL-entropy of P with respect to R deﬁned as ∫xlnddPRdP , where P and R are probability measures on a measurable space…
(more)

Subjects/Keywords: Information Theory; Entropy (Information theory); Shannon's Theory of Entropy; Kullback-Leiber Relative Entropy; Renyi Entropy; Tsallis Entropy; Relative-Entropy Minimization; Renyl's Receipe; Shannon Entropy; Entropies; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Dukkipati, A. (2006). On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/353

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Dukkipati, Ambedkar. “On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions.” 2006. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/353.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Dukkipati, Ambedkar. “On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions.” 2006. Web. 19 Jul 2019.

Vancouver:

Dukkipati A. On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions. [Internet] [Thesis]. Indian Institute of Science; 2006. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/353.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Dukkipati A. On Generalized Measures Of Information With Maximum And Minimum Entropy Prescriptions. [Thesis]. Indian Institute of Science; 2006. Available from: http://hdl.handle.net/2005/353

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

15. Vaidya, Rahul. Online Optimization Of RED Routers.

Degree: 2004, Indian Institute of Science

URL: http://hdl.handle.net/2005/1134

Subjects/Keywords: Random Early Detection Routers; Computer Networks; Optimization Theory; Online Optimization; RED Routers; Random Early Detection; Diffserv Networks; Optimized RED Algorithm; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Vaidya, R. (2004). Online Optimization Of RED Routers. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/1134

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Vaidya, Rahul. “Online Optimization Of RED Routers.” 2004. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/1134.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Vaidya, Rahul. “Online Optimization Of RED Routers.” 2004. Web. 19 Jul 2019.

Vancouver:

Vaidya R. Online Optimization Of RED Routers. [Internet] [Thesis]. Indian Institute of Science; 2004. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/1134.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Vaidya R. Online Optimization Of RED Routers. [Thesis]. Indian Institute of Science; 2004. Available from: http://hdl.handle.net/2005/1134

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

16. Patro, Rajesh Kumar. A Nonlinear Stochastic Optimization Framework For RED.

Degree: 2005, Indian Institute of Science

URL: http://hdl.handle.net/2005/1439

Subjects/Keywords: Packet Switching; Data Transmission Mode; Random Early Detection - Optimization Theory; RED - Random Early Detection; Stochastic Approximation; Internet - Quality of Service; Probabilistic Constrained Optimization; Simultaneous Perturbation Stochastic Approximation (SPSA); RED Parameters; Nonlinear Optimization; Stochastic Optimization; RIO; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Patro, R. K. (2005). A Nonlinear Stochastic Optimization Framework For RED. (Thesis). Indian Institute of Science. Retrieved from http://hdl.handle.net/2005/1439

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Patro, Rajesh Kumar. “A Nonlinear Stochastic Optimization Framework For RED.” 2005. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://hdl.handle.net/2005/1439.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Patro, Rajesh Kumar. “A Nonlinear Stochastic Optimization Framework For RED.” 2005. Web. 19 Jul 2019.

Vancouver:

Patro RK. A Nonlinear Stochastic Optimization Framework For RED. [Internet] [Thesis]. Indian Institute of Science; 2005. [cited 2019 Jul 19]. Available from: http://hdl.handle.net/2005/1439.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Patro RK. A Nonlinear Stochastic Optimization Framework For RED. [Thesis]. Indian Institute of Science; 2005. Available from: http://hdl.handle.net/2005/1439

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

17. Vaidya, Rahul. Online Optimization Of RED Routers.

Degree: 2004, Indian Institute of Science

URL: http://etd.iisc.ernet.in/handle/2005/1134 ; http://etd.ncsi.iisc.ernet.in/abstracts/1487/G18571-Abs.pdf

Subjects/Keywords: Random Early Detection Routers; Computer Networks; Optimization Theory; Online Optimization; RED Routers; Random Early Detection; Diffserv Networks; Optimized RED Algorithm; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Vaidya, R. (2004). Online Optimization Of RED Routers. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/handle/2005/1134 ; http://etd.ncsi.iisc.ernet.in/abstracts/1487/G18571-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Vaidya, Rahul. “Online Optimization Of RED Routers.” 2004. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/handle/2005/1134 ; http://etd.ncsi.iisc.ernet.in/abstracts/1487/G18571-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Vaidya, Rahul. “Online Optimization Of RED Routers.” 2004. Web. 19 Jul 2019.

Vancouver:

Vaidya R. Online Optimization Of RED Routers. [Internet] [Thesis]. Indian Institute of Science; 2004. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/handle/2005/1134 ; http://etd.ncsi.iisc.ernet.in/abstracts/1487/G18571-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Vaidya R. Online Optimization Of RED Routers. [Thesis]. Indian Institute of Science; 2004. Available from: http://etd.iisc.ernet.in/handle/2005/1134 ; http://etd.ncsi.iisc.ernet.in/abstracts/1487/G18571-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Indian Institute of Science

18. Patro, Rajesh Kumar. A Nonlinear Stochastic Optimization Framework For RED.

Degree: 2005, Indian Institute of Science

URL: http://etd.iisc.ernet.in/handle/2005/1439 ; http://etd.ncsi.iisc.ernet.in/abstracts/1856/G19726-Abs.pdf

Subjects/Keywords: Packet Switching; Data Transmission Mode; Random Early Detection - Optimization Theory; RED - Random Early Detection; Stochastic Approximation; Internet - Quality of Service; Probabilistic Constrained Optimization; Simultaneous Perturbation Stochastic Approximation (SPSA); RED Parameters; Nonlinear Optimization; Stochastic Optimization; RIO; Computer Science

Record Details Similar Records

❌

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6^{th} Edition):

Patro, R. K. (2005). A Nonlinear Stochastic Optimization Framework For RED. (Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ernet.in/handle/2005/1439 ; http://etd.ncsi.iisc.ernet.in/abstracts/1856/G19726-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16^{th} Edition):

Patro, Rajesh Kumar. “A Nonlinear Stochastic Optimization Framework For RED.” 2005. Thesis, Indian Institute of Science. Accessed July 19, 2019. http://etd.iisc.ernet.in/handle/2005/1439 ; http://etd.ncsi.iisc.ernet.in/abstracts/1856/G19726-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7^{th} Edition):

Patro, Rajesh Kumar. “A Nonlinear Stochastic Optimization Framework For RED.” 2005. Web. 19 Jul 2019.

Vancouver:

Patro RK. A Nonlinear Stochastic Optimization Framework For RED. [Internet] [Thesis]. Indian Institute of Science; 2005. [cited 2019 Jul 19]. Available from: http://etd.iisc.ernet.in/handle/2005/1439 ; http://etd.ncsi.iisc.ernet.in/abstracts/1856/G19726-Abs.pdf.

Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Patro RK. A Nonlinear Stochastic Optimization Framework For RED. [Thesis]. Indian Institute of Science; 2005. Available from: http://etd.iisc.ernet.in/handle/2005/1439 ; http://etd.ncsi.iisc.ernet.in/abstracts/1856/G19726-Abs.pdf

Not specified: Masters Thesis or Doctoral Dissertation