Augustin Chartouny

The paper compares curiosity models using experimental results and mathematical formulations to understand how motivation and exploration evolve in uncertain environments.

This paper introduces the Epistemic Replay Algorithm (ERA) to explain hippocampal replay by integrating curiosity and reward, showing it better accounts for replay properties than non-curious models.

This paper introduces a reinforcement learning agent that adapts to changing environments by detecting change points retrospectively and managing multiple local models.