Continuous-State Reinforcement Learning with Fuzzy Approximation.
Lucian BusoniuDamien ErnstBart De SchutterRobert BabuskaPublished in: Adaptive Agents and Multi-Agents Systems (2007)
Keyphrases
- continuous state
- reinforcement learning
- policy search
- action space
- continuous state and action spaces
- finite state
- robot navigation
- control policies
- state dependent
- continuous state spaces
- continuous action
- state space
- planning problems
- model free
- state action
- queueing networks
- function approximation
- partially observable markov decision processes
- temporal difference
- real valued
- markov decision processes
- optimal policy
- dynamic programming
- stationary distribution
- reinforcement learning algorithms
- function approximators
- multi agent