| Fault-tolerant federated reinforcement learning with theoretical guarantee X Fan, Y Ma, Z Dai, W Jing, C Tan, BKH Low Advances in neural information processing systems (NeurIPS) 2021, 2021 | 113 | 2021 |
| Federated neural bandit Z Dai, Y Shu, A Verma, FX Fan, BKH Low, P Jaillet International Conference on Learning Representations (ICLR) 2023, 2022 | 36 | 2022 |
| FedHQL: Federated Heterogeneous Q-Learning FX Fan, Y Ma, Z Dai, C Tan, BKH Low, R Wattenhofer International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2023 | 23 | 2023 |
| Action and Trajectory Planning for Urban Autonomous Driving with Hierarchical Reinforcement Learning X Lu, FX Fan, T Wang ICML 2023 Workshop Frontiers4LCD, 2023 | 19 | 2023 |
| FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF FX Fan, C Tan, YS Ong, R Wattenhofer, WT Ooi International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2024 | 10 | 2024 |
| An LLM-based Recommender System Environment N Corecco, G Piatti, LA Lanzendörfer, FX Fan, R Wattenhofer KDD 2024 workshop on Generative AI for Recommender Systems and Personalization, 2024 | 10 | 2024 |
| Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence P Jordan, F Grötschla, FX Fan, R Wattenhofer International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2024 | 10 | 2024 |
| SUBER: An RL Environment with Simulated Human Behavior for Recommender Systems N Corecco, G Piatti, LA Lanzendörfer, FX Fan, R Wattenhofer European Conference on Artificial Intelligence (ECAI) 2024, 2023 | 10 | 2023 |
| Federated sequential decision making: Bayesian optimization, reinforcement learning, and beyond Z Dai, FX Fan, C Tan, TN Hoang, BKH Low, P Jaillet Federated Learning, 257-279, 2024 | 8* | 2024 |
| CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening HY Mak, FX Fan, LA Lanzendörfer, C Tan, WT Ooi, R Wattenhofer AAMAS 2024 workshop on Adaptive and Learning Agents (ALA 2024), 2024 | 7 | 2024 |
| Quality Diversity Imitation Learning Z Wan, X Yu, DM Bossens, Y Lyu, Q Guo, FX Fan, I Tsang arXiv preprint arXiv:2410.06151, 2024 | 6 | 2024 |
| FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation W Jiang, J Wang, X Zhang, W Bao, C Tan, FX Fan International Conference on Autonomous Agents and Multiagent Systems (AAMAS …, 2025 | 5 | 2025 |
| From Myth to Market: Lessons from Black Myth: Wukong's Success FX Fan Digital Games Research Association (DiGRA) 2025, 2024 | 4 | 2024 |
| Position Paper: Rethinking Privacy in RL for Sequential Decision-making in the Age of LLMs FX Fan, C Tan, R Wattenhofer, YS Ong International Joint Conference on Neural Networks (IJCNN) 2025, 2025 | 3* | 2025 |
| Diversifying Policy Behaviors via Extrinsic Behavior Curiosity Z Wan, X Yu, DM Bossens, Y Lyu, Q Guo, FX Fan, YS Ong, IW Tsang | 3* | |
| Reinforcement Learning of TSP Heuristics with Message Passing Neural Networks L Holbein, Y Schmid ETH (MSc) student thesis, 2023 | | 2023 |
| Information Fidelity in Tool-Using LLM Agents: A Martingale Analysis of the Model Context Protocol FX Fan, C Tan, R Wattenhofer, YS Ong The 25th International Conference on Autonomous Agents and Multi-Agent Systems, 0 | | |
Cheston TanInstitute for Infocomm Research; Centre for Frontier AI ResearchVerified email at i2r.a-star.edu.sg
