Solving Transition-Independent Multi-Agent MDPs with Sparse Interactions.
Joris ScharpffDiederik M. RoijersFrans A. OliehoekMatthijs T. J. SpaanMathijs Michiel de WeerdtPublished in: AAAI (2016)
Keyphrases
- multi agent
- reinforcement learning
- semi markov decision processes
- markov decision problems
- markov decision processes
- sequential decision making problems
- sparse data
- transition matrices
- reinforcement learning agents
- dec pomdps
- transition model
- intelligent agents
- planning under uncertainty
- cooperative
- algebraic decision diagrams
- optimal policy
- stochastic shortest path
- high dimensional
- factored mdps
- multi agent environments
- single agent
- sparse coding
- np hard
- initial state
- dynamic programming
- multi agent systems
- combinatorial optimization
- state space
- sparse representation