Towards Improving Proactive Dialog Agents Using Socially-Aware Reinforcement Learning.
Matthias KrausNicolas WagnerRon RiekenbrauckWolfgang MinkerPublished in: CoRR (2022)
Keyphrases
- multi agent
- reinforcement learning
- learning agents
- multi agent systems
- multi agent environments
- multiagent systems
- conversational agents
- multi agent reinforcement learning
- action selection
- autonomous agents
- cooperative
- single agent
- multiple agents
- intelligent agents
- software agents
- multiagent learning
- social intelligence
- reinforcement learning agents
- agent systems
- user interface
- learning agent
- agent receives
- robocup soccer
- function approximation
- communicative acts
- evolutionary learning
- multiagent reinforcement learning
- resource allocation
- agent behavior
- agent teamwork
- reinforcement learning algorithms
- decision theoretic
- complex environments
- incomplete information
- mobile agents
- learned knowledge
- decision making
- agent technology
- dynamic environments
- agent architecture
- machine learning
- learning capabilities
- learning process
- agent teams
- dialog systems
- information exchange
- conversational agent
- model free
- temporal difference