4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2025
An Information-Geometric Approach to Artificial Curiosity
Alexander Nedergaard, Pablo A. Morales
Learning in environments with sparse rewards remains a fundamental challenge in reinforcement learning. Artificial curiosity addresses this limitation through intrinsic rewards to…
cs.LG2022★ 4 cited
k-Means Maximum Entropy Exploration
Alexander Nedergaard, Matthew Cook
Exploration in high-dimensional, continuous spaces with sparse rewards is an open problem in reinforcement learning. Artificial curiosity algorithms address this by creating reward…