Monte-Carlo Search for an Equilibrium in Dec-POMDPs.
Yang YouVincent ThomasFrancis ColasOlivier BuffetPublished in: CoRR (2023)
Keyphrases
- dec pomdps
- monte carlo search
- evaluation function
- dynamic programming
- infinite horizon
- multi agent
- decision theoretic
- single agent
- theoretical justification
- continuous state
- game theory
- monte carlo tree search
- nash equilibrium
- planning under uncertainty
- efficient computation
- optimal plans
- partially observable markov decision processes
- cooperative
- markov decision problems
- decision making under uncertainty
- reinforcement learning
- partially observable
- multiple agents
- dynamic environments
- decision problems