Improving Proactive Dialog Agents Using Socially-Aware Reinforcement Learning.
Matthias KrausNicolas WagnerRon RiekenbrauckWolfgang MinkerPublished in: UMAP (2023)
Keyphrases
- multi agent
- reinforcement learning
- multi agent systems
- learning agents
- action selection
- multiple agents
- single agent
- multi agent reinforcement learning
- conversational agents
- multiagent systems
- intelligent agents
- agent receives
- robocup soccer
- multi agent environments
- autonomous agents
- agent teamwork
- cooperative
- social intelligence
- learning agent
- agent behavior
- multiagent learning
- reinforcement learning agents
- function approximation
- agent teams
- learning capabilities
- dynamic environments
- communicative acts
- mobile agents
- reinforcement learning algorithms
- state space
- software agents
- information exchange
- mixed initiative
- agent architecture
- dynamic programming
- natural language
- multiagent reinforcement learning
- markov decision processes
- context aware
- optimal policy
- model free
- coalition formation
- resource allocation
- artificial agents
- partial observability
- learned knowledge
- stochastic games
- evolutionary learning
- action space
- user interface
- agent systems
- agent learns
- trust model
- decision making