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20172026
most citedMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

1.1k citations · 1.4k across the 12 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 3 cited

COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation

Jongmin Lee, Cosmin Paduraru, Daniel J. Mankowitz +4

We consider the offline constrained reinforcement learning (RL) problem, in which the agent aims to compute a policy that maximizes expected return while satisfying given cost cons…

cs.LG2022★ 6 cited

Retrieval-Augmented Reinforcement Learning

Anirudh Goyal, Abram L. Friesen, Andrea Banino +13

Most deep reinforcement learning (RL) algorithms distill experience into parametric behavior policies or value functions via gradient updates. While effective, this approach has se…