An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms.
Abulikemu AbuduweiliChangliu LiuPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- multi agent environments
- state space
- dynamic environments
- markov decision processes
- reinforcement learning problems
- model free
- control problems
- control system
- mobile robot
- reinforcement learning methods
- tabula rasa
- neural network
- temporal difference
- autonomous agents
- learning algorithm
- function approximation
- learning agent
- policy search
- eligibility traces
- control strategies
- control strategy
- higher order
- partially observable environments
- machine learning