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12/02/2021
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL
Meta-reinforcement learning (meta-RL) has proven to be a successful fram...
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04/21/2021
Contingencies from Observations: Tractable Contingency Planning with Learned Behavior Models
Humans have a remarkable ability to make decisions by accurately reasoni...
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10/29/2018
Assessing Generalization in Deep Reinforcement Learning
Deep reinforcement learning (RL) has achieved breakthrough results on ma...
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06/26/2018
Visually-Aware Personalized Recommendation using Interpretable Image Representations
Visually-aware recommender systems use visual signals present in the und...
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03/31/2016