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Zhiguang Cao — most-cited papers & profile · Large Language Models
← authors
·
overview
Zhiguang Cao
8
papers ·
556
citations ·
38
h-index
Singapore Management University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem
2021 · 187 citations
Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning
2021 · 140 citations
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
2023 · 4 citations
Refining Hybrid Genetic Search for CVRP via Reinforcement Learning-Finetuned LLM
2025 · 1 citations
Generalizable Heuristic Generation Through LLMs with Meta-Optimization
2025
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
2025
DL-DRL: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-UAV
2022
Top co-authors
Haoran Ye
· 1
Jiarui Wang
· 1
Topics
Policy Gradient
Value-Based
Model-Based RL
Multi-Agent
RLHF & Alignment
Evaluation
Benchmarks
Tool Use
Meta-RL
cs.NI