Research output per year
Research output per year
Personal profile
Research interests
I am interested in solving control problems with RL, especially in the joint field with optimum control theory. The topics include but not limited to:
- Industrial control with reliable and interpretable RL
- Game AI, probabilistic RL agents in Board Games
- Multi-agent cooperation and competition in the view of game theory
Biography
Mr. Chu was a senior Artificial Intelligence Research Engineer before being admitted to the PhD program in the School of Computer Science, the University of Birmingham. He has received MSc degree in Artificial Intelligence from the University of Edinburgh in 2019, and BSc degree in Automation Engineering from Nanjing University of Aeronautics and Astronautics in 2018.
Keywords
- QA75 Electronic computers. Computer science
- Reinforcement learning
- Optimum control
- Explainable AI
- Game theory
- Evolutionary process
- Visualization
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Collaborations and top research areas from the last five years
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Research output
- 3 Conference contribution
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An Adaptive Safe Reinforcement Learning Strategy for Multi-Agent Switched Systems
Yuca Huanca, C. P. E., Chu, Z., Stella, L., Incremona, G. P. & Colaneri, P., 15 Apr 2026, (Accepted/In press) Proceedings of the 23rd IFAC World Congress (IFAC26). Elsevier, (IFAC-PapersOnLine).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile23 Downloads (Pure) -
PrELIN: Provably Efficient Local-Information Networked Multi-Agent Reinforcement Learning
Chu, Z., Jose, S. T. & Stella, L., 12 Jan 2026, 2025 IEEE 64th Conference on Decision and Control (CDC). Institute of Electrical and Electronics Engineers (IEEE), p. 6077-6082 6 p. (Proceedings of the IEEE Conference on Decision & Control ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile149 Downloads (Pure) -
Value Aggregation with Uncertainty in Online Decentralized MARL
Chu, Z. & Stella, L., 30 Apr 2026, (Accepted/In press) Proceedings of the 43th International Conference on Machine Learning. PMLR, (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Downloads (Pure)