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cs.LG2025
A Unified Noise-Curvature View of Loss of Trainability
Gunbir Singh Baveja, Alex Lewandowski, Mark Schmidt
Loss of trainability refers to a phenomenon in continual learning where parameter updates no longer make progress on the optimization objective, so accuracy stalls or degrades as t…
cs.AI2025
Exploration and Adaptation in Non-Stationary Tasks with Diffusion Policies
Gunbir Singh Baveja
This paper investigates the application of Diffusion Policy in non-stationary, vision-based RL settings, specifically targeting environments where task dynamics and objectives evol…