Publications by Singh, Satinder
In Journal (refereed)
| 1. | R. Sutton, D. Precup, S. Singh. "Between MDPs and Semi-MDPs: A Framework for Temporal Abstractions in Reinforcement Learning". Artificial Intelligence (AIJ), 112, pp 181-211, January 1999.   |
| 2. | S. Singh, R. Sutton. "Reinforcement Learning With Replacing Eligibility Traces". Machine Learning Journal (MLJ), (22), pp 123-158, January 1996. |
In Conference (refereed)
| 3. | D. Precup, R. Sutton, C. Paduraru, A. Koop, S. Singh. "Off-Policy Learning With Recognizers". Neural Information Processing Systems (NIPS), Vancouver, British Columbia, Canada, January 2005. |
| 4. | M. Littman, R. Sutton, S. Singh. "Predictive Representations of State". Neural Information Processing Systems (NIPS), Vancouver, British Columbia, Canada, January 2001. |
| 5. | D. Precup, R. Sutton, S. Singh. "Eligibility Traces for Off-Policy Policy Evaluation". International Conference on Machine Learning (ICML), Stanford University, pp 759-766, January 2000. |
| 6. | R. Sutton, S. Singh, D. Precup, B. Ravindran. "Improved Switching Among Temporally Abstract Actions". Neural Information Processing Systems (NIPS), Denver, CO, USA, pp 1066-1072, January 1999. |
| 7. | R. Sutton, D. McAllester, S. Singh, Y. Mansour. "Policy Gradient Methods for Reinforcement Learning With Function Approximation". Neural Information Processing Systems (NIPS), Denver, CO, USA, pp 1057-1063, January 1999. |
| 8. | R. Sutton, D. Precup, S. Singh. "Intra-Option Learning About Temporally Abstract Actions". International Conference on Machine Learning (ICML), Madison, Wisconsin USA, pp 556-564, January 1998. |
| 9. | D. Precup, R. Sutton, S. Singh. "Theoretical Results on Reinforcement Learning With Temporally Abstract Options". European Conference on Machine Learning (ECML), Chemnitz, Germany, pp 382-393, January 1998. |
| 10. | D. Precup, R. Sutton, S. Singh. "Planning with Closed-Loop Macro Actions". National Conference on Artificial Intelligence (AAAI), Providence, Rhode Island, pp 73-76, May 1997. |
In Workshop
| 11. | P. Stone, R. Sutton, S. Singh. "Reinforcement Learning for 3 vs. 2 Keepaway". RoboCup, January 2001. |
| 12. | A. McGovern, D. Precup, B. Ravindran, S. Singh, R. Sutton. "Hierarchical Optimal Control of MDPs". Yale Workshop on Adaptive and Learning Systems, pp 186-191, January 1998. |
| 13. | R. Sutton, S. Singh. "On Bias and Step Size in Temporal-Difference Learning". Yale Workshop on Adaptive and Learning Systems, pp 91-96, January 1994. |
Other Categories
| 14. | M. Littman, R. Sutton, S. Singh. "Predictive Representations of State". Predictive Representations of World Knowledge, January 2002. |
| 15. | D. Precup, R. Sutton, S. Singh. "Notes". National Conference on Artificial Intelligence (AAAI), Providence, Rhode Island, January 1997. |
