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01/18/2023
Human-Timescale Adaptation in an Open-Ended Task Space
Foundation models have shown impressive adaptation and scalability in su...
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10/25/2021
Self-Consistent Models and Values
Learned models of the environment provide reinforcement learning (RL) ag...
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07/29/2021
Learning more skills through optimistic exploration
Unsupervised skill learning objectives (Gregor et al., 2016, Eysenbach e...
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12/14/2020
Relative Variational Intrinsic Control
In the absence of external rewards, agents can still learn useful behavi...
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06/01/2020
