Energy and Mean-Payoff Parity Markov Decision Processes
Krishnendu ChatterjeeLaurent DoyenPublished in: CoRR (2011)
Keyphrases
- markov decision processes
- state space
- reinforcement learning
- finite state
- optimal policy
- transition matrices
- policy iteration
- reinforcement learning algorithms
- dynamic programming
- finite horizon
- planning under uncertainty
- risk sensitive
- reachability analysis
- factored mdps
- markov decision process
- decision theoretic planning
- action space
- average reward
- action sets
- decision processes
- stochastic games
- discounted reward
- interval estimation
- infinite horizon
- game theory
- state abstraction
- partially observable markov decision processes
- average cost
- nash equilibrium
- semi markov decision processes
- model based reinforcement learning
- decision problems
- real time dynamic programming
- multi agent systems