research
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08/19/2023
TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras
Event cameras have gained popularity in computer vision due to their dat...
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01/18/2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
Despite the advancement of machine learning techniques in recent years, ...
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10/20/2022
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
We propose a model-based lifelong reinforcement-learning approach that e...
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06/07/2022
Meta-Learning Transferable Parameterized Skills
We propose a novel parameterized skill-learning algorithm that aims to l...
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09/30/2019
Efficient meta reinforcement learning via meta goal generation
Meta reinforcement learning (meta-RL) is able to accelerate the acquisit...
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03/12/2019