Recursive Constraints to Prevent Instability in Constrained Reinforcement Learning.
Jaeyoung LeeSean SedwardsKrzysztof CzarneckiPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- constrained problems
- function approximation
- neural network
- machine learning
- hard constraints
- evolutionary algorithm
- constrained optimization
- recursive queries
- lagrange multipliers
- optimal policy
- markov decision processes
- constraint satisfaction
- learning problems
- user defined constraints
- reinforcement learning algorithms
- geometric constraints
- active learning
- multi agent
- objective function
- case study
- data mining