Rongqi Lu陆荣琦

I am Rongqi Lu, a Control Engineering graduate student at Xidian University. I design learning-driven coordination policies that keep heterogeneous robot teams reliable outside simulation, with a focus on resilient communication, exploration, and edge deployment.

Multi-robot SystemsReinforcement LearningEmbedded Autonomy

Activity

Recent Updates

Projects

Highlighted Projects

2023 – 2025

Multi-agent-RL

Pursuit-evasion benchmarks with MADDPG, MATD3 implementations.

PythonRLMARL
245

2024

Quadrangular Formation Control

UAV square formation control using artificial potential fields with autonomous organization.

MATLABUAVAPF

2024

Circular Formation Control

Distributed UAV formation control based on ring topology for 2D/3D spatial formations.

MATLABUAVDistributed

2024

Flocking Formation Control

Multi-UAV formation control with obstacle avoidance based on flocking algorithms.

MATLABUAVFormation

Publications

Latest Writing

In Submission2025
S.1

Cooperative Exploration and Control in Pursuit–Evasion Games with Reinforcement Learning

Rongqi Lu*, et al.(Student first author)

Manuscript in revision

MARLPursuit-Evasion
Patent2025
P.1

Method and System for Multi-agent Cooperative Exploration Based on a Collaborative Target Network

Yuanshi Zheng, Rongqi Lu*, Jian Liu, Jiamin Wang

Filed Oct 14, 2025 · Applicant: Xidian University · Inventors: Yuanshi Zheng, Rongqi Lu, Jian Liu, Jiamin Wang · CN 202511464448.3

PatentExploration

Recognition

Honors & Awards

  • Graduate Scholarship (First Prize) · Xidian University · 2025
  • Outstanding Graduate · Sichuan Provincial Department of Education · 2023
  • National Scholarship · Ministry of Education of China · 2022
  • Texas Instruments Electronic Design Cup · Provincial Second Prize · Texas Instruments & CIE · 2021