Multi-Objective Reinforcement Learning: Convexity, Stationarity and Pareto Optimality.
Haoye LuDaniel HermanYaoliang YuPublished in: ICLR (2023)
Keyphrases
- pareto optimality
- multi objective
- pareto optimal
- reinforcement learning
- multi objective optimization
- nsga ii
- evolutionary algorithm
- multiple objectives
- optimization algorithm
- objective function
- genetic algorithm
- particle swarm optimization
- non stationary
- state space
- social welfare
- optimal solution
- dynamic programming
- optimal policy
- convex hull
- optimization problems
- lower bound
- multi agent
- learning algorithm