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08/08/2023
AdaptEx: A Self-Service Contextual Bandit Platform
This paper presents AdaptEx, a self-service contextual bandit platform w...
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04/14/2022
Methodical Advice Collection and Reuse in Deep Reinforcement Learning
Reinforcement learning (RL) has shown great success in solving many chal...
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04/17/2021
Action Advising with Advice Imitation in Deep Reinforcement Learning
Action advising is a peer-to-peer knowledge exchange technique built on ...
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04/17/2021
Learning on a Budget via Teacher Imitation
Deep Reinforcement Learning (RL) techniques can benefit greatly from lev...
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10/01/2020
Student-Initiated Action Advising via Advice Novelty
Action advising is a knowledge exchange mechanism between peers, namely ...
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04/19/2019