most citedContrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning

27 citations · 27 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 27 cited

Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning

Rishabh Agarwal, Marlos C. Machado, Pablo Samuel Castro +1

Reinforcement learning methods trained on few environments rarely learn policies that generalize to unseen environments. To improve generalization, we incorporate the inherent sequ…