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Tianyi Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tianyi Chen
59
papers ·
301
citations ·
16
h-index
Cornell University · Lanzhou Jiaotong University · Ministry of Education · Chinese Research Academy of Environmental Sciences · Cornell Tech
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Most-cited papers
Adaptive Temporal Difference Learning with Linear Function Approximation
2020 · 8 citations
Towards Understanding Asynchronous Advantage Actor-critic: Convergence and Linear Speedup
2020 · 7 citations
Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems
2021 · 7 citations
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning
2018 · 3 citations
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees
2021 · 3 citations
A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences
2022 · 3 citations
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
2024 · 1 citations
GeMPO: Generalized Measure Matching for Online Diffusion Reinforcement Learning
2026
FlowRL: A Taxonomy and Modular Framework for Reinforcement Learning with Diffusion Policies
2026
One-Step Flow Policy Mirror Descent
2025
Efficient Online Reinforcement Learning for Diffusion Policy
2025
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
2024
Primal-Dual Spectral Representation for Off-policy Evaluation
2024
Top co-authors
Bo Dai
· 5
Han Shen
· 4
Kai Wang
· 3
Mingyi Hong
· 2
Dongsheng Li
· 1
Keerthiram Murugesan
· 1
Meng Wang
· 1
Miao Liu
· 1
Pin-Yu Chen
· 1
Shuai Zhang
· 1
Siliang Zeng
· 1
Tao Sun
· 1
Topics
Policy Gradient
Value-Based
Model-Based RL
Offline RL
Meta-RL
Multi-Agent
Game AI
cs.LG
Safe RL
RLHF & Alignment