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Changliu Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Changliu Liu
26
papers ·
221
citations ·
28
h-index
Carnegie Robotics (United States) · Carnegie Mellon University · Tsinghua University
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Most-cited papers
Learning Human-to-Humanoid Real-Time Whole-Body Teleoperation
2024 · 68 citations
State-wise Safe Reinforcement Learning: A Survey
2023 · 42 citations
A Microscopic Epidemic Model and Pandemic Prediction Using Multi-Agent Reinforcement Learning
2020 · 9 citations
Joint Synthesis of Safety Certificate and Safe Control Policy using Constrained Reinforcement Learning
2021 · 6 citations
AutoCost: Evolving Intrinsic Cost for Zero-violation Reinforcement Learning
2023 · 3 citations
State-wise Constrained Policy Optimization
2023 · 3 citations
Learn Zero-Constraint-Violation Policy in Model-Free Constrained Reinforcement Learning
2021 · 2 citations
Learning Predictive Safety Filter via Decomposition of Robust Invariant Set
2023 · 2 citations
A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning
2021 · 1 citations
ARC - Actor Residual Critic for Adversarial Imitation Learning
2022 · 1 citations
GUARD: A Safe Reinforcement Learning Benchmark
2023 · 1 citations
Training Task Reasoning LLM Agents for Multi-turn Task Planning via Single-turn Reinforcement Learning
2025
An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms
2022
Safe and Sample-efficient Reinforcement Learning for Clustered Dynamic Environments
2023
Absolute Policy Optimization
2023
Top co-authors
Weiye Zhao
· 7
Tianhao Wei
· 5
Feihan Li
· 3
Rui Chen
· 3
Yifan Sun
· 3
Haitong Ma
· 2
Shengbo Eben Li
· 2
Sifa Zheng
· 2
Tairan He
· 2
Abulikemu Abuduweili
· 1
Ankur Deka
· 1
Chong Zhang
· 1
Topics
Safe RL
Model-Based RL
Policy Gradient
Value-Based
Multi-Agent
Game AI
Exploration
RLHF & Alignment
Offline RL