Weakly Coupled Markov Decision Processes with Imperfect Information.
Mahshid Salemi PariziArchis GhatePublished in: WSC (2019)
Keyphrases
- markov decision processes
- imperfect information
- game theoretic
- optimal policy
- transition matrices
- game playing
- finite state
- stochastic games
- imperfect information games
- state space
- policy iteration
- dynamic programming
- decision theoretic planning
- reinforcement learning
- decision problems
- average cost
- game tree
- markov decision process
- reinforcement learning algorithms
- average reward
- game theory
- reward function
- infinite horizon
- nash equilibrium
- finite automata
- real time dynamic programming
- machine learning