Multi-Objective Reinforcement Learning with Non-Linear Scalarization.
Mridul AgarwalVaneet AggarwalTian LanPublished in: AAMAS (2022)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- function approximation
- multiobjective optimization
- particle swarm optimization
- genetic algorithm
- multi objective optimization problems
- state space
- multiple objectives
- objective function
- reinforcement learning algorithms
- model free
- pareto optimal
- learning algorithm
- evolutionary optimization
- multi agent
- conflicting objectives
- markov decision processes
- multi criteria
- temporal difference
- bi objective
- robotic control
- optimum design
- multiagent evolutionary algorithm
- reinforcement learning methods
- optimal policy
- optimal control
- markov decision process
- genetic programming
- optimization problems
- multi agent reinforcement learning
- learning process
- trade off
- highly non linear
- multiobjective evolutionary algorithm
- search algorithm
- multi objective evolutionary
- data sets