Abstracted Trajectory Visualization for Explainability in Reinforcement Learning.
Yoshiki TakagiRoderick S. TabalbaNurit KirshenbaumJason LeighPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- function approximation
- data analysis
- reinforcement learning algorithms
- multi agent
- dynamic programming
- interactive visualization
- model free
- data visualization
- learning problems
- robotic control
- trajectory planning
- graphical user interface
- trajectory data
- machine learning
- markov decision processes
- self organizing maps
- higher level
- transfer learning
- visualization tool
- dynamic environments
- state space
- interactive exploration
- multi agent reinforcement learning
- learning algorithm