Continuous Doubly Constrained Batch Reinforcement Learning.
Rasool FakoorJonas MuellerPratik ChaudhariAlexander J. SmolaPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- action space
- batch mode
- state space
- reinforcement learning algorithms
- function approximation
- continuous state and action spaces
- learning process
- machine learning
- action selection
- fitted q iteration
- robot control
- control problems
- markov decision processes
- active learning
- case study
- genetic algorithm
- model free
- optimal control
- continuous functions
- constrained problems
- multi agent reinforcement learning