How a minimal learning agent can infer the existence of unobserved variables in a complex environment.
Katja RiedBenjamin EvaThomas MüllerHans J. BriegelPublished in: CoRR (2019)
Keyphrases
- complex environments
- learning agents
- learning agent
- hidden variables
- reinforcement learning
- state space
- agent learns
- learning algorithm
- autonomous agents
- solving problems
- learning tasks
- single agent
- conditional probabilities
- selective perception
- learning capabilities
- multi agent systems
- state variables
- random variables
- sufficient conditions
- np hard
- learning process
- expert systems
- machine learning
- neural network