Interestingness Elements for Explainable Reinforcement Learning: Understanding Agents' Capabilities and Limitations.
Pedro SequeiraMelinda T. GervasioPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- multi agent
- multiagent learning
- multi agent systems
- learning capabilities
- learning agents
- single agent
- multiple agents
- multiagent systems
- intelligent agents
- action selection
- multi agent reinforcement learning
- software agents
- multi agent environments
- function approximation
- agent receives
- autonomous agents
- artificial agents
- cooperative
- resource allocation
- robocup soccer
- agent behavior
- decision making
- agent architecture
- mobile agents
- multiagent reinforcement learning
- state space
- partial observability
- association rules
- learning agent
- learned knowledge
- background knowledge
- machine learning
- dynamic environments
- electronic commerce
- multi agent learning
- model free
- markov decision processes
- markov decision process
- agent systems
- agent technology
- reinforcement learning algorithms
- coalition formation