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Yingqian Zhang — most-cited papers & profile · AI Agents
← authors
·
overview
Yingqian Zhang
12
papers ·
122
citations ·
27
h-index
University of Electronic Science and Technology of China · Chinese Academy of Medical Sciences & Peking Union Medical College · Sichuan Provincial Hospital of Traditional Chinese Medicine · Eindhoven University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning
2020 · 71 citations
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
2020 · 14 citations
Automated Reinforcement Learning: An Overview
2022 · 13 citations
Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning
2020 · 4 citations
Online Control of Adaptive Large Neighborhood Search using Deep Reinforcement Learning
2022 · 4 citations
Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order Picking
2024 · 2 citations
Offline Reinforcement Learning for Learning to Dispatch for Job Shop Scheduling
2024 · 1 citations
End-to-end Deep Reinforcement Learning for Stochastic Multi-objective Optimization in C-VRPTW
2025
Generalizing Beyond Suboptimality: Offline Reinforcement Learning Learns Effective Scheduling through Random Solutions
2025
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
2025
Reinforcement Learning for Solving the Pricing Problem in Column Generation: Applications to Vehicle Routing
2025
Top co-authors
Joaquin Vanschoren
· 1
Reza Refaei Afshar
· 1
Rui Zhang
· 1
Uzay Kaymak
· 1
Wen Song
· 1
Yaoxin Wu
· 1
Topics
Value-Based
Policy Gradient
Model-Based RL
Multi-Agent
Offline RL
Meta-RL
cs.NE
Exploration