Solving Transition-Independent Multi-agent MDPs with Sparse Interactions (Extended version).
Joris ScharpffDiederik M. RoijersFrans A. OliehoekMatthijs T. J. SpaanMathijs de WeerdtPublished in: CoRR (2015)
Keyphrases
- multi agent
- reinforcement learning
- markov decision processes
- semi markov decision processes
- markov decision problems
- multi agent environments
- planning under uncertainty
- reinforcement learning agents
- algebraic decision diagrams
- transition model
- intelligent agents
- multi agent systems
- sequential decision making problems
- state space
- factored mdps
- optimal policy
- combinatorial optimization
- agent oriented
- initial state
- transition probabilities
- dec pomdps
- linear programming
- partially observable
- compressive sensing
- search space
- reinforcement learning algorithms
- sparse data