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Yuxin Pan — most-cited papers & profile · Large Language Models
← authors
·
overview
Yuxin Pan
10
papers ·
4
citations ·
0
h-index
City University of Hong Kong · Technical University of Munich · Renmin University of China
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Most-cited papers
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing
2023 · 3 citations
SEAL: SEmantic-Augmented Imitation Learning via Language Model
2024 · 1 citations
TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement Finetuning
2026
TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement Finetuning
2026
A Pontryagin Method of Model-based Reinforcement Learning via Hamiltonian Actor-Critic
2026
STO-RL: Offline RL under Sparse Rewards via LLM-Guided Subgoal Temporal Order
2026
C-MORL: Multi-Objective Reinforcement Learning through Efficient Discovery of Pareto Front
2024
Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts
2022
Laxity-Aware Scalable Reinforcement Learning for HVAC Control
2023
Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations
2023
Topics
Model-Based RL
Offline RL
Policy Gradient
Value-Based
Safe RL
Foundation Models
Transformer Forecasters
Meta-RL
RLHF & Alignment
Multi-Agent