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Junyu Xuan

A Non-Monolithic Policy Approach of Offline-to-Online Reinforcement Learning

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Oct 31, 2024
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Functional Stochastic Gradient MCMC for Bayesian Neural Networks

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Sep 25, 2024
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LSTM Autoencoder-based Deep Neural Networks for Barley Genotype-to-Phenotype Prediction

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Jul 21, 2024
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A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points

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May 23, 2024
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Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features

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May 04, 2024
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Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning

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Apr 17, 2024
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Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning

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Mar 28, 2024
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Layer-diverse Negative Sampling for Graph Neural Networks

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Mar 18, 2024
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An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework

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May 04, 2023
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Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point Processes

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Dec 05, 2022
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