Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning.
Zixian ZhouMengda HuangFeiyang PanJia HeXiang AoDandan TuQing HePublished in: AAAI (2023)
Keyphrases
- reinforcement learning
- concave convex procedure
- multi objective
- multiobjective optimization
- markov decision processes
- state space
- optimization algorithm
- reinforcement learning algorithms
- optimization model
- edge detection
- multiple objectives
- genetic algorithm
- learning capabilities
- constrained optimization
- function approximation
- transfer learning
- dynamic programming
- multi agent
- image processing
- optimization method
- learning tasks
- learning problems
- differential evolution
- multi objective optimization
- optimal control
- optimization process
- optimization problems
- learning algorithm
- adaptive filtering
- policy gradient
- machine learning