Qualitative differences between evolutionary strategies and reinforcement learning methods for control of autonomous agents.
Nicola MilanoStefano NolfiPublished in: Evol. Intell. (2024)
Keyphrases
- autonomous agents
- reinforcement learning methods
- distributed control
- evolutionary strategy
- multi agent environments
- control problems
- multi agent systems
- dynamic environments
- multiagent systems
- reinforcement learning
- multi agent
- control strategies
- control system
- dynamical systems
- evolutionary algorithm
- evolutionary computation
- neural network
- constrained optimization
- reinforcement learning algorithms
- optimal control
- control method
- adaptive control
- artificial immune system
- control strategy
- model construction
- multi objective optimization
- dynamic programming
- search space
- cooperative
- genetic algorithm