Satinder P. Singh

12 papers A* 5Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
1996 A* conf
Learning Curve Bounds for a Markov Decision Process with Undiscounted Rewards.
COLT
Lawrence K. Saul, Satinder P. Singh
1996 J jnl
Reinforcement Learning with Replacing Eligibility Traces.
Mach. Learn.
Satinder P. Singh, Richard S. Sutton
1995 J jnl
Learning to Act Using Real-Time Dynamic Programming.
Artif. Intell.
Andrew G. Barto, Steven J. Bradtke, Satinder P. Singh
1995 A* conf
Markov Decision Processes in Large State Spaces.
COLT
Lawrence K. Saul, Satinder P. Singh
1994 J jnl
An Upper Bound on the Loss from Approximate Optimal-Value Functions.
Mach. Learn.
Satinder P. Singh, Richard C. Yee
1994 A* conf
Learning Without State-Estimation in Partially Observable Markovian Decision Processes.
ICML
Satinder P. Singh, Tommi S. Jaakkola, Michael I. Jordan
1994 J jnl
On the Convergence of Stochastic Iterative Dynamic Programming Algorithms.
Neural Comput.
Tommi S. Jaakkola, Michael I. Jordan, Satinder P. Singh
1994 A* conf
Reinforcement Learning Algorithms for Average-Payoff Markovian Decision Processes.
AAAI
Satinder P. Singh
1992 A* conf
Reinforcement Learning with a Hierarchy of Abstract Models.
AAAI
Satinder P. Singh
1992 — conf
Scaling Reinforcement Learning Algorithms by Learning Variable Temporal Resolution Models.
ML
Satinder P. Singh
1991 — conf
A Cortico-Cerebellar Model that Learns to Generate Distributed Motor Commands to Control a Kinematic Arm.
NIPS
N. E. Berthier, Satinder P. Singh, Andrew G. Barto, James C. Houk
1991 — conf
Transfer of Learning Across Compositions of Sequentail Tasks.
ML
Satinder P. Singh