2 papers
cs.LG2025
Uncertainty Prioritized Experience Replay
Rodrigo Carrasco-Davis, Sebastian Lee, Claudia Clopath +1
Prioritized experience replay, which improves sample efficiency by selecting relevant transitions to update parameter estimates, is a crucial component of contemporary value-based…
cs.LG2024
Lifelong Reinforcement Learning via Neuromodulation
Sebastian Lee, Samuel Liebana, Claudia Clopath +1
Navigating multiple tasks$\unicode{x2014}$for instance in succession as in continual or lifelong learning, or in distributions as in meta or multi-task learning$\unicode{x2014}$req…