These models are designed for a maze continuation task that specifically emphasizes curiosity. The act-r directory represents a model implemented using ACT-R, a cognitive architecture. On the other hand, the icm directory represents a model implemented using the Intrinsic Curiosity Module (ICM) for deep reinforcement learning. Despite the difference in implementation, both models are intended to perform the same task.
Simulation Environment: Python; Lisp
References:
Nagashima K, Morita J, Takeuchi Y. (2024). Intrinsic motivation in cognitive architecture: intellectual curiosity originated from pattern discovery. Frontiers in artificial intelligence. 7 [PubMed]