Approximate solutions for factored Dec-POMDPs with many agents.
Frans A. OliehoekShimon WhitesonMatthijs T. J. SpaanPublished in: AAMAS (2013)
Keyphrases
- approximate solutions
- dec pomdps
- single agent
- multi agent
- multiple agents
- decision theoretic
- multi agent systems
- np hard
- partially observable markov decision processes
- optimal solution
- decision problems
- dynamic environments
- cooperative
- exact solution
- decision making
- continuous state
- incomplete information
- energy function
- reinforcement learning
- path finding
- state space
- constraint programming
- stochastic games
- theoretical justification
- genetic algorithm