A Framework for Understanding and Visualizing Strategies of RL Agents.
Pedro SequeiraDaniel EleniusJesse HostetlerMelinda T. GervasioPublished in: CoRR (2022)
Keyphrases
- learning agents
- multi agent
- agent cooperation
- multiagent systems
- reinforcement learning
- multi agent systems
- multiple agents
- autonomous agents
- multi agent reinforcement learning
- trading agents
- cooperative
- agent architecture
- single agent
- artificial agents
- complex environments
- mixed strategy
- agent systems
- action selection
- decision making
- coalition formation
- software agents
- intelligent agents
- learning capabilities
- agent technology
- multiagent reinforcement learning
- bilateral negotiation
- decision theoretic
- learning algorithm
- negotiating agents
- exploration strategy
- dynamic environments
- distributed search
- negotiation strategies
- learning agent
- incomplete information
- learning process
- mobile agents
- reinforcement learning agents
- robocup soccer