BSS2: Partially observed Markov decision processes (POMDPs)

Time and place: Tuesday 30 November 1999, 10:15-12:00 in Room C3-204
Responsible: Uffe Kj&aelig;rulff
Literature:
Supplementary literature:
Slides: Not available

Decision Support Systems 2

Lecture #14: Partially observed Markov decision processes (POMDPs)

Cassandra, A. R., Kaelbling, L. P., and Littman, M. L. (1994), Acting Optimally in Partially Observable Stochastic Domains, Technical Report, CS-94-20, Department of Computer Science, Brown University, Providence, RI 02912, USA.

Meuleau, N., Kim, K.-E., Kaelbling, L. P., and Cassandra, A. R. (1999), Solving POMDPs by Searching the Space of Finite Policies, In Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI-1999), pp. 417-426, Morgan Kaufmann, San Francisco.