Toward a Psychology of Deep Reinforcement Learning Agents Using a Cognitive Architecture.
Konstantinos MitsopoulosSterling SomersJoel SchoolerChristian LebierePeter PirolliRobert ThomsonPublished in: Top. Cogn. Sci. (2022)
Keyphrases
- cognitive architecture
- reinforcement learning agents
- cognitive psychology
- human cognition
- computational models
- dynamic environments
- computational model
- reinforcement learning
- information processing
- cognitive architectures
- cognitive model
- state abstraction
- general intelligence
- cognitive science
- intelligent behavior
- information foraging
- transfer learning
- multi agent
- knowledge structures
- mental imagery
- computer science
- tour guide robot
- symbolic representation
- cognitive processes
- robotic systems
- mobile robot
- prior knowledge
- cooperative
- artificial intelligence
- heuristic search
- knowledge acquisition
- active learning
- decision making