Interferobot: aligning an optical interferometer by a reinforcement learning agent.
Dmitry SorokinAlexander E. UlanovEkaterina A. SazhinaAlexander I. LvovskyPublished in: CoRR (2020)
Keyphrases
- learning agent
- reinforcement learning
- state space
- reinforcement learning algorithms
- learning algorithm
- learning capabilities
- solving problems
- function approximation
- selective perception
- learning tasks
- multi agent
- model free
- learning process
- markov decision processes
- machine learning
- optimal policy
- transfer learning
- supervised learning
- mixed initiative
- single agent
- temporal difference
- action selection
- multi agent systems
- reward function
- graph cuts
- active learning
- dynamic programming
- dynamic environments