Ultrafast photonic reinforcement learning based on laser chaos.
Makoto NaruseYuta TerashimaAtsushi UchidaSong-Ju KimPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- state space
- particle swarm optimization
- optimal policy
- markov decision processes
- machine learning
- model free
- learning process
- physical characteristics
- database
- relational reinforcement learning
- laser radar
- learning problems
- laser scanner
- action space
- genetic algorithm and simulated annealing
- learning capabilities
- temporal difference
- optimal control
- supervised learning
- dynamic programming
- learning algorithm
- data sets