Towards Explainable Reinforcement Learning Using Scoring Mechanism Augmented Agents.
Yang LiuXinzhi WangYudong ChangChao JiangPublished in: KSEM (2) (2022)
Keyphrases
- reinforcement learning
- multi agent
- multi agent systems
- learning agents
- action selection
- multi agent reinforcement learning
- multiagent systems
- autonomous agents
- cooperative
- intelligent agents
- multiagent learning
- negotiation protocol
- software agents
- multiple agents
- mechanism design
- function approximation
- multi agent environments
- agent receives
- single agent
- decision making
- mobile agents
- robocup soccer
- coordination mechanism
- agent architecture
- learning agent
- evolutionary learning
- state space
- agent technology
- learning capabilities
- artificial agents
- incomplete information
- machine learning
- multiagent reinforcement learning
- resource allocation
- communication protocol
- agent systems
- model free
- coalition formation
- agent model
- learned knowledge
- multi agent learning
- negotiation strategies
- bdi agents
- dynamic environments
- trust model
- temporal difference
- reinforcement learning agents
- strategy proof
- agent platform