Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP.
Yang YouVincent ThomasFrancis ColasOlivier BuffetPublished in: CoRR (2021)
Keyphrases
- infinite horizon
- dec pomdps
- markov decision problems
- dynamic programming
- finite horizon
- optimal policy
- long run
- markov decision processes
- decision making under uncertainty
- optimal control
- decision theoretic
- multi agent
- partially observable
- single agent
- markov decision process
- reinforcement learning
- lead time
- continuous state
- state space
- theoretical justification
- policy iteration
- multistage
- average cost
- stochastic programming
- decision makers
- optimal plans
- efficient computation
- planning under uncertainty
- search algorithm
- influence diagrams
- linear programming