Autonomous Control of a Particle Accelerator using Deep Reinforcement Learning.
Xiaoying PangSunil ThulasidasanLarry RybarcykPublished in: CoRR (2020)
Keyphrases
- autonomous control
- reinforcement learning
- adaptive control
- feedback control
- function approximation
- markov decision processes
- temporal difference
- optimal control
- state space
- optimal policy
- parallel implementation
- model free
- multi agent
- evolutionary computing
- learning process
- reinforcement learning algorithms
- dynamic programming
- machine learning
- learning algorithm
- genetic programming
- expert systems
- decision making
- compute intensive
- genetic algorithm