Monte Carlo Tree Search in Continuous Action Spaces with Execution Uncertainty.
Timothy YeeViliam LisýMichael H. BowlingPublished in: IJCAI (2016)
Keyphrases
- action space
- monte carlo tree search
- reinforcement learning methods
- state space
- markov decision processes
- reinforcement learning
- monte carlo
- real valued
- continuous action
- action selection
- stochastic processes
- temporal difference
- evaluation function
- markov decision process
- markov decision problems
- dynamic programming
- single agent
- temporal difference learning
- function approximators
- dynamic environments
- probabilistic model