How a Minimal Learning Agent can Infer the Existence of Unobserved Variables in a Complex Environment.
Benjamin EvaKatja RiedThomas MüllerHans J. BriegelPublished in: Minds Mach. (2023)
Keyphrases
- complex environments
- learning agents
- learning agent
- hidden variables
- solving problems
- agent learns
- reinforcement learning
- autonomous agents
- learning algorithm
- learning tasks
- state space
- learning process
- random variables
- learning capabilities
- single agent
- selective perception
- dynamic environments
- machine learning
- conditional probabilities
- reinforcement learning algorithms
- artificial intelligence
- expert systems
- knowledge base
- decision making