Satinder Singh

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Learning to Solve Markovian Decision Processes

Satinder Singh, Satinder Singh, 1993 .

Repeated Inverse Reinforcement Learning for AI Safety

Satinder Singh, Kareem Amin, Nan Jiang, 2017 .

Comparing Policy-Gradient Algorithms

Richard S. Sutton, David A. McAllester, Satinder Singh, 2001 .

Reinforcement learning of hierarchical skills on the sony aibo robot

Vishal Soni, Satinder Singh, Satinder Singh, 2005, AAAI 2005.

Rational use of Episodic and Working Memory: A Normative Account of Prospective Memory

Richard L. Lewis, Jonathan D. Cohen, Satinder Singh, 2019, bioRxiv.

Intrinsically Motivated Learning of Hierarchical Collections of Skills

Nuttapong Chentanez, Satinder Singh, Andrew G. Barto, 2004 .

Reinforcement Learning Algorithms in Markov Decision Processes AAAI-10 Tutorial Part IV: Take home message

Doina Precup, Richard S. Sutton, Csaba Szepesvári, 2010 .

Planning with Closed Loop Macro Actions

Doina Precup, Richard S. Sutton, Satinder Singh, 2008 .

Communicating Hierarchical Neural Controllers for Learning Zero-shot Task Generalization

Honglak Lee, Junhyuk Oh, Pushmeet Kohli, 2017 .

Wavelength conversion algorithm in an intelligent optical network from a multilayered approach

Satinder Singh, Vinod Kumar Chaubey, Abhisek Mukherjee, 2004 .

SELECTIVE ACQUISITION OF OPERATOR KNOWLEDGE FOR SAFER SEMI-AUTONOMOUS ROBOT OPERATIONS

Edmund H. Durfee, Satinder Singh, Michael Maxim, 2009 .

Stochastic Stackelberg games with applications to adversarial patrolling.

Bo An, Milind Tambe, Yevgeniy Vorobeychik, 2012 .

Modeling Multiple-Mode Systems with Predictive State Representations

Satinder Singh, Michael R. James, Britton Wolfe, 2010 .

Learning and Predicting Dynamic Behavior with Graphical Multiagent Models

Quang Duong, Satinder Singh, Michael P. Wellman, 2012 .

Semantics and algorithms for trustworthy commitment achievement under model uncertainty

Edmund H. Durfee, Satinder Singh, Qi Zhang, 2020, Autonomous Agents and Multi-Agent Systems.

Reinforcement learning for adaptive cognitive orthotics

Martha E. Pollack, Satinder Singh, Matthew R. Rudary, 2004, AAAI 2004.

Gradient methods for stackelberg security games

Michael P. Wellman, Satinder Singh, Kareem Amin, 2016, UAI 2016.

Wavelength conversion algorithm in an intelligent WDM network

Satinder Singh, Vinod Kumar Chaubey, Abhisek Mukherjee, 2004 .

Efficient Mechanisms with Dynamic Populations and Dynamic Types

David C. Parkes, Ruggiero Cavallo, Satinder Singh, 2009 .

Learning to Communicate and Solve Visual Blocks-World Tasks

Edmund H. Durfee, Richard L. Lewis, Qi Zhang, 2019, AAAI.

Graphical Multiagent Models

Yevgeniy Vorobeychik, Christopher Kiekintveld, Satinder Singh, 2009 .

Planning Delayed-Response Queries and Transient Policies under Reward Uncertainty

Edmund H. Durfee, Satinder Singh, Robert Cohn, 2012 .

Efficient Online Mechanisms for Persistent, Periodically Inaccessible Self-Interested Agents

David C. Parkes, Ruggiero Cavallo, Satinder Singh, 2007 .

Where Do Rewards Come From

Richard L. Lewis, Andrew G. Barto, Satinder Singh, 2009 .

On the Computational Economics of Reinforcement Learning

Andrew G. Barto, Satinder Singh, Satinder Singh, 1991 .

Reinforcement Learning Algorithms in Markov Decision Processes AAAI-10 Tutorial Part II: Learning to predict values

Doina Precup, Richard S. Sutton, Csaba Szepesvári, 2010 .

Improved Switching among Temporally Abstract Actions". In Advances in Neural Information Processing Systems

Balaraman Ravindran, Doina Precup, Satinder Singh, 1999 .

Motor programs and sensorimotor integration

Thomas Sinkjær, James C. Houk, Andrew G. Barto, 1990 .

An Adaptive Sensorimotor Network Inspired by the Anatomy and Physiology

James C. Houk, Andrew G. Barto, Satinder Singh, 1989 .