A New Decomposition Method to Relieve the State Space Explosion Problem.
Xiaobo LiRichard LaiTharam S. DillonPublished in: ICCI (1993)
Keyphrases
- decomposition method
- state space
- decomposition methods
- reinforcement learning
- markov decision processes
- decomposition algorithm
- heuristic search
- dynamical systems
- state variables
- tree decomposition
- markov chain
- action space
- reinforcement learning algorithms
- dynamic programming
- optimal policy
- belief state
- particle filter
- search space
- markov decision process
- state transition
- initial state
- markov decision problems
- stochastic domains