GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations.
Tobias HuberMaximilian DemmlerSilvan MertesMatthew L. OlsonElisabeth AndréPublished in: CoRR (2023)
Keyphrases
- reinforcement learning agents
- reinforcement learning
- dynamic environments
- visual representations
- state abstraction
- multi agent
- learning algorithm
- state space
- autonomous agents
- control strategies
- temporal difference
- reinforcement learning algorithms
- multi agent environments
- cooperative
- learning process
- supervised learning
- optimal policy