Value-based observation compression for DEC-POMDPs.
Alan CarlinShlomo ZilbersteinPublished in: AAMAS (1) (2008)
Keyphrases
- dec pomdps
- dynamic programming
- infinite horizon
- continuous state
- decision theoretic
- multi agent
- theoretical justification
- single agent
- planning under uncertainty
- efficient computation
- optimal plans
- machine learning
- markov decision processes
- optimal control
- multiple agents
- cooperative
- partially observable markov decision processes
- formal models
- domain independent
- decision making under uncertainty
- decision makers