Q-value Heuristics for Approximate Solutions of Dec-POMDPs.
Frans A. OliehoekNikos A. VlassisPublished in: AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents (2007)
Keyphrases
- approximate solutions
- dec pomdps
- partially observable markov decision processes
- np hard
- optimal solution
- infinite horizon
- dynamic programming
- exact solution
- theoretical justification
- decision theoretic
- continuous state
- planning under uncertainty
- energy function
- search algorithm
- multi agent
- search strategies
- efficient computation
- evolutionary algorithm
- linear programming
- single agent
- optimal plans