Understanding Deep RL Agent Decisions: a Novel Interpretable Approach with Trainable Prototypes.
Caterina BorzilloAlessio RagnoRoberto CapobiancoPublished in: XAI.it@AI*IA (2023)
Keyphrases
- multi agent
- decision making
- action selection
- reinforcement learning
- multi agent systems
- intelligent agents
- autonomous agents
- multiagent systems
- multiple agents
- autonomous learning
- learning agent
- learning agents
- mobile agents
- decision makers
- agent architecture
- agent model
- action space
- social welfare
- exploration strategy
- agent systems
- state action
- neural network
- single agent
- current situation
- learning capabilities
- learning mechanism
- software agents
- markov decision processes
- dynamic environments
- machine learning