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Publication date Communities Collections Article title Author(s) Journal/Conference
12 Aug 2026 SERC Institute of Advanced Intelligence and Computing Probing Diametric Coordination Graphs for Multi-Agent Reinforcement Learning (Pending publish) Mutong Liu, Tiantian He, Yang Liu, Jiming Liu, Yew-Soon Ong Artificial Intelligence
6 Jul 2026 SERC Institute of Advanced Intelligence and Computing Adversarial Dual On-Policy Distillation from Expressive Teacher (Pending publish) Zhenglin Wan, Jingxuan Wu, Xingrui Yu, Chubin Zhang, Mingcong Lei, Bo An, Ivor Tsang, Yang You Forty-third International Conference on Machine Learning (ICML 2026)
6 Jul 2026 SERC Institute of Advanced Intelligence and Computing Generative Online Reinforcement Learning (Pending publish) Chubin Zhang, Zhenglin Wan, Feng Chen, Fuchao Yang, Lang Feng, Yaxin Zhou, Xingrui Yu, Yang You, Ivor Tsang, Bo An Forty-third International Conference on Machine Learning (ICML 2026)
22 Aug 2025 SERC Institute of High Performance Computing  Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey Haiyan Yin, Hangwei Qian, Yaxin Shi, Ivor Tsang, Yew-Soon Ong 34th International Joint Conference on Artificial Intelligence (IJCAI)
13 Jul 2025 SERC Institute of High Performance Computing  Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity Zhenglin Wan, Xingrui Yu, David Mark Bossens, Yueming Lyu, Qing Guo, Flint Xiaofeng Fan, Yew-Soon Ong, Ivor Tsang ICML'25: Proceedings of the 42nd International Conference on Machine Learning
24 Apr 2025 SERC Institute of High Performance Computing  Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration (Pending publish) Heyang Zhao, Xingrui Yu, David Mark Bossens, Ivor Tsang, Quanquan Gu ICLR 2025
20 Nov 2024 SERC Singapore Institute of Manufacturing Technology Leveraging Multi-Agent Reinforcement Learning for Digital Transformation in Supply Chain Inventory Optimization Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang Sustainability
23 Oct 2024 SERC Advanced Remanufacturing and Technology Centre  How Stable is a Pallet? A Framework for Analyzing the Dynamic Stability of Stacked Pallets Dibyendu Roy, Pranjal Vyas, Jim Cherian 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)
8 Aug 2024 SERC Institute for Infocomm Research Unknown Object Retrieval in Confined Space through Reinforcement Learning with Tactile Exploration Xinyuan Zhao, Wenyu Liang, Xiaoshi Zhang, Chee Meng Chew, Yan Wu 2024 IEEE International Conference on Robotics and Automation (ICRA)
15 Jul 2022 SERC Institute for Infocomm Research Rule-Guided Knowledge-Graph based Negative Sampling for Outfit Recommendation Huijing Zhan, Ling Li, Xue Geng, Jie Lin, A.C. Kot 2022 SIGIR Workshop On eCommerce