Solving Transition Independent Decentralized Markov Decision Processes.
Raphen BeckerShlomo ZilbersteinVictor R. LesserClaudia V. GoldmanPublished in: J. Artif. Intell. Res. (2004)
Keyphrases
- markov decision processes
- transition matrices
- semi markov decision processes
- decentralized control
- finite state
- optimal policy
- state space
- reinforcement learning
- average reward
- markov decision problems
- reachability analysis
- policy iteration
- dynamic programming
- reinforcement learning algorithms
- partially observable
- risk sensitive
- average cost
- decision theoretic planning
- model based reinforcement learning
- planning under uncertainty
- finite horizon
- infinite horizon
- decision processes
- factored mdps
- multi agent
- stochastic shortest path
- data mining
- transition model
- dec pomdps
- markov decision process
- policy evaluation
- state abstraction
- state and action spaces
- real valued
- real time dynamic programming
- interval estimation