research
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07/10/2023
Measuring and Mitigating Interference in Reinforcement Learning
Catastrophic interference is common in many network-based learning syste...
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11/15/2022
Agent-State Construction with Auxiliary Inputs
In many, if not every realistic sequential decision-making task, the dec...
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09/28/2020
Novelty Search in representational space for sample efficient exploration
We present a new approach for efficient exploration which leverages a lo...
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12/03/2018