Steven Kapturowski

activity

20192024

most citedAgent57: Outperforming the Atari Human Benchmark

231 citations · 394 across the 11 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 1 cited

Revisiting Peng's Q( $λ$ ) for Modern Reinforcement Learning

Tadashi Kozuno, Yunhao Tang, Mark Rowland +5

Off-policy multi-step reinforcement learning algorithms consist of conservative and non-conservative algorithms: the former actively cut traces, whereas the latter do not. Recently…

cs.LG2021★ 12 cited

Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning

Víctor Campos, Pablo Sprechmann, Steven Hansen +5

Designing agents that acquire knowledge autonomously and use it to solve new tasks efficiently is an important challenge in reinforcement learning. Knowledge acquired during an uns…

Revisiting Peng's Q(λ) for Modern Reinforcement Learning

Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning

Revisiting Peng's Q( $λ$ ) for Modern Reinforcement Learning