State Space Compression with Predictive Representations.
Abdeslam BoulariasMasoumeh T. IzadiBrahim Chaib-draaPublished in: FLAIRS Conference (2008)
Keyphrases
- state space
- reinforcement learning
- compression algorithm
- heuristic search
- markov chain
- compression scheme
- optimal policy
- dynamical systems
- compression ratio
- data compression
- dynamic programming
- particle filter
- search space
- image compression
- predictive model
- symbolic representation
- neural network
- compression rate
- action space
- markov decision problems
- markov decision processes
- goal state
- macro actions
- partially observable markov decision processes
- representation scheme
- pattern matching
- decision trees
- learning algorithm