Agent Modeling as Auxiliary Task for Deep Reinforcement Learning.
Pablo Hernandez-LealBilal KartalMatthew E. TaylorPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- multi agent
- action selection
- multi agent systems
- autonomous agents
- intelligent agents
- autonomous learning
- pedagogical agents
- agent model
- agent technology
- decision making
- social simulation
- learning agent
- modeling method
- software agents
- multiagent systems
- mobile agents
- machine learning
- learning tasks
- markov decision processes
- temporal difference
- dynamic environments
- learning capabilities
- partially observable
- agent systems
- supervised learning
- artificial agents
- learning environment
- state abstraction