Cobot: A social reinforcement learning agent

Advances in Neural Information Processing Systems

Volumn , Issue , 2002, Pages

  Isbell Jr , Charles Lee ^a   Shelton, Christian R ^b   Kearns, Michael ^c   Singh, Satinder ^d   Stone, Peter ^a  

^a AT AND T LABS RESEARCH   (United States)

^b STANFORD UNIVERSITY   (United States)

^c UNIVERSITY OF PENNSYLVANIA   (United States)

^d Syntek Capital ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION SPACES; BEHAVIOR-BASED; MULTIPLE SOURCE; ON-LINE COMMUNITIES; SOCIAL ENVIRONMENT; SOCIAL REINFORCEMENT;

REINFORCEMENT LEARNING;

EID: 84898937946     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Foner, L. (1997). Entertaining Agents: a Sociological Case Study. In Proceedings of the First International Conference on Autonomous Agents.
2. Isbell, C. L., Kearns, M., Kormann, D., Singh, S., and Stone, P. (2000). Cobot in LambdaMOO: A Social Statistics Agent. To appear in Proceedings of AAAI-2000.
3. Mauldin, M. (1994). Chatterbots, TinyMUDs, and the Turing Test: Entering the Loebner Prize Competition. In Proceedings of the Twelfth National Conference on Artificial Intelligence.
4. Shelton, C. R. (2000). Balancing Multiple Sources of Reward in Reinforcement Learning. Submitted for publication in Neural Information Processing Systems-2000.
5. Singh, S., Kearns, M., Littman, D., andWalker, M. (2000). Empirical Evaluation of a Reinforcement Learning Dialogue System. To appear in Proceedings of AAAI-2000.
6. Sutton, R. S. and Barto, A. G. (1998). Reinforcement Learning: An Introduction. MIT Press, Cambridge, MA.
7. Sutton, R. S., McAllester, D., Singh, S., and Mansour, Y. (1999). Policy gradient methods for reinforcement learning with function approximation. In Neural Information Processing Systems- 1999.