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Cheston Tan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Cheston Tan
20
papers ·
67
citations ·
16
h-index
Agency for Science, Technology and Research · Star Technology and Research (United States) · A*STAR Graduate Academy
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Most-cited papers
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
2021 · 16 citations
Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning
2019 · 7 citations
Compositional Learning of Visually-Grounded Concepts Using Reinforcement
2023 · 3 citations
CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening
2024 · 2 citations
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation
2025 · 1 citations
FedHQL: Federated Heterogeneous Q-Learning
2023 · 1 citations
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
2025
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF
2024
Top co-authors
Flint Xiaofeng Fan
· 5
Roger Wattenhofer
· 3
Bryan Kian Hsiang Low
· 2
Wei Jing
· 2
Wei Tsang Ooi
· 2
Zhongxiang Dai
· 2
and Natasha Jaques
· 1
Bo Liu
· 1
Daniel Balcells
· 1
Haidi Azaman
· 1
Hao Zhang
· 1
Hei Yi Mak
· 1
Topics
Model-Based RL
Multi-Agent
Meta-RL
Value-Based
Policy Gradient
Game AI
Exploration
Safe RL
RLHF & Alignment