Structural Results for Partially Observable Markov Decision Processes.
S. Christian AlbrightPublished in: Oper. Res. (1979)
Keyphrases
- partially observable markov decision processes
- finite state
- reinforcement learning
- planning under uncertainty
- dynamical systems
- belief space
- decision problems
- continuous state
- optimal policy
- belief state
- partially observable stochastic games
- stochastic domains
- markov decision processes
- dynamic programming
- partially observable domains
- partial observability
- planning problems
- state space
- partially observable
- point based value iteration
- multi agent
- predictive state representations
- sequential decision making problems
- dec pomdps
- approximate solutions
- data mining