Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning.
Sumedh A. SontakkeArash MehrjouLaurent IttiBernhard SchölkopfPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- learning process
- learning agents
- multi agent
- causal relationships
- supervised learning
- learning algorithm
- learning capabilities
- cooperative
- multi agent systems
- causal structure
- learned knowledge
- learning agent
- learning problems
- action selection
- dynamic environments
- intelligent agents
- single agent
- learning mechanism
- machine learning
- multi agent reinforcement learning
- causal models
- learning tasks
- autonomous agents
- multiagent systems
- online learning
- bayesian networks