Training Agents With Interactive Reinforcement Learning and Contextual Affordances.
Francisco CruzSven MaggCornelius WeberStefan WermterPublished in: IEEE Trans. Cogn. Dev. Syst. (2016)
Keyphrases
- reinforcement learning
- multi agent
- learning agents
- multi agent systems
- intelligent agents
- agent receives
- conversational agents
- multi agent reinforcement learning
- action selection
- autonomous agents
- supervised learning
- multiple agents
- multiagent systems
- multi agent environments
- multiagent learning
- single agent
- cooperative
- software agents
- reinforcement learning agents
- incomplete information
- robocup soccer
- agent architecture
- function approximation
- virtual reality
- learning process
- mobile agents
- contextual information
- training set
- training process
- computer graphics
- learning capabilities
- agent systems
- markov decision processes
- learning agent
- decision making
- collaborative learning
- training samples
- partial observability
- virtual characters
- optimal policy
- training examples
- artificial agents
- reinforcement learning algorithms
- evolutionary learning
- dynamic environments
- model free
- agent model
- transfer learning
- learning algorithm