424 citations · 611 across the 16 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Towards model-free RL algorithms that scale well with unstructured data
Joseph Modayil, Zaheer Abbas
Conventional reinforcement learning (RL) algorithms exhibit broad generality in their theoretical formulation and high performance on several challenging domains when combined with…
cs.LG2023★ 7 cited
Loss of Plasticity in Continual Deep Reinforcement Learning
Zaheer Abbas, Rosie Zhao, Joseph Modayil +2
The ability to learn continually is essential in a complex and changing world. In this paper, we characterize the behavior of canonical value-based deep reinforcement learning (RL)…