Efficient RL via Disentangled Environment and Agent Representations.
Kevin GmelinShikhar BahlRussell MendoncaDeepak PathakPublished in: CoRR (2023)
Keyphrases
- autonomous agents
- multi agent
- agent model
- exploration strategy
- reinforcement learning
- dynamic environments
- multi agent systems
- action selection
- real time
- learning agent
- multiagent systems
- initially unknown
- multi agent environments
- mobile robot
- changing environment
- agent environment
- intelligent agents
- virtual world
- unknown environments
- agent architecture
- role assignment
- partial knowledge
- agent interactions
- multiple agents
- software agents
- mobile agents
- learning algorithm