Tunable Behaviours in Sequential Social Dilemmas using Multi-Objective Reinforcement Learning.
David O'CallaghanPatrick MannionPublished in: AAMAS (2021)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiobjective optimization
- particle swarm optimization
- objective function
- conflicting objectives
- genetic algorithm
- nsga ii
- function approximation
- state space
- evolutionary optimization
- optimal policy
- multi objective optimization problems
- bi objective
- temporal difference
- multiple objectives
- learning algorithm
- learning problems
- multiobjective evolutionary algorithm
- learning process
- reinforcement learning algorithms
- model free
- multi criteria
- trade off
- optimal control
- evolutionary computation
- pareto optimal
- markov decision processes
- optimization problems
- markov decision process
- multi agent reinforcement learning
- multi agent systems
- transition model
- optimum design
- multi objective evolutionary
- multi objective genetic algorithms
- multiagent evolutionary algorithm