Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression.
Abdeslam BoulariasBrahim Chaib-draaPublished in: ICAPS (2008)
Keyphrases
- dec pomdps
- dynamic programming
- infinite horizon
- partially observable markov decision processes
- optimal policy
- image compression
- markov decision problems
- lossless compression
- lossy compression
- policy search
- arithmetic coding
- predictive coding
- continuous state
- partially observable
- markov decision processes
- finite horizon
- progressive transmission
- markov decision process
- lossless coding
- compression scheme
- distributed constraint optimization
- reinforcement learning
- multi agent
- compression ratio
- state space
- planning under uncertainty
- optimal control
- decision problems
- compression algorithm
- decision theoretic
- finite state
- data compression
- single agent
- jpeg ls
- control policies
- long run
- image quality
- linear programming
- policy iteration
- exact and approximate
- belief state
- lempel ziv
- policy gradient
- entropy coding
- dynamical systems
- average cost
- lossless image compression
- belief space
- action space
- image coding
- expected reward
- wavelet transform
- lossless image coding
- partially observable markov decision process
- coding method
- exact solution
- inter frame
- distributed systems