Automata Guided Reinforcement Learning With Demonstrations.
Xiao LiYao MaCalin BeltaPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- function approximation
- cellular automata
- finite automata
- model free
- multi agent
- dynamic programming
- markov decision processes
- state space
- partially observable
- finite state
- temporal difference
- reinforcement learning algorithms
- optimal policy
- stochastic approximation
- learning capabilities
- finite state machines
- policy search
- robotic control
- data sets
- optimal control
- learning problems
- learning process
- learning algorithm
- machine learning
- markov chain
- learning automata
- grammatical inference
- learning agents
- relational reinforcement learning
- probabilistic automata
- data mining