A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review.
Adam BignoldFrancisco CruzMatthew E. TaylorTim BrysRichard DazeleyPeter VamplewCameron FoalePublished in: CoRR (2020)
Keyphrases
- conceptual framework
- reinforcement learning
- multi agent
- agent negotiation
- multi agent systems
- learning agents
- multi agent environments
- multi agent reinforcement learning
- intelligent agents
- theoretical framework
- multiagent systems
- multiple agents
- single agent
- autonomous agents
- action selection
- reinforcement learning agents
- learning capabilities
- learning agent
- sharing platform
- multiagent learning
- robocup soccer
- dynamic environments
- virtual organization
- agent receives
- state space
- cooperative
- reputation models
- reinforcement learning algorithms
- multiagent reinforcement learning
- evolutionary learning
- function approximation
- incomplete information
- software agents
- markov decision processes
- mobile agents
- temporal difference
- coalition formation
- data sets
- optimal policy
- general purpose
- high level
- machine learning
- databases