Free energy-based reinforcement learning using a quantum processor.
Anna LevitDaniel CrawfordNavid GhadermarzyJaspreet S. OberoiEhsan ZahedinejadPooya RonaghPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- function approximation
- parallel processing
- high speed
- quantum computation
- quantum computing
- quantum mechanics
- reinforcement learning algorithms
- supervised learning
- learning algorithm
- state space
- markov decision processes
- robotic control
- learning problems
- quantum inspired
- optimal control
- single processor
- machine learning
- autonomous learning
- stochastic approximation
- single chip
- model free
- floating point
- information retrieval
- genetic algorithm
- parallel algorithm
- optimal policy