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02/08/2023
Investigating the role of model-based learning in exploration and transfer
State of the art reinforcement learning has enabled training agents on t...
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11/09/2022
Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task
We introduce a challenging decision-making task that we call active acqu...
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11/02/2021
Procedural Generalization by Planning with Self-Supervised World Models
One of the key promises of model-based reinforcement learning is the abi...
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06/22/2019
A neurally plausible model learns successor representations in partially observable environments
Animals need to devise strategies to maximize returns while interacting ...
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05/28/2018
