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Rui Yang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rui Yang
90
papers ·
241
citations ·
13
h-index
Chang'an University · Northwest University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions
2022 · 25 citations
MHER: Model-based Hindsight Experience Replay
2021 · 13 citations
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL
2022 · 13 citations
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning
2021 · 12 citations
Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective Reinforcement Learning
2024 · 12 citations
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
2022 · 10 citations
FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization
2020 · 9 citations
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions
2023 · 4 citations
Bias-reduced Multi-step Hindsight Experience Replay for Efficient Multi-goal Reinforcement Learning
2021 · 2 citations
Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping
2022 · 2 citations
State Sequences Prediction via Fourier Transform for Representation Learning
2023 · 2 citations
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models
2023 · 2 citations
Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness
2023 · 1 citations
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
2023 · 1 citations
Corruption-Robust Offline Reinforcement Learning with General Function Approximation
2023 · 1 citations
Top co-authors
Tong Zhang
· 9
Lei Han
· 6
Xiu Li
· 6
Jie Wang
· 5
Shuang Qiu
· 5
Bin Li
· 4
Jiafei Lyu
· 4
Meng Fang
· 4
Chenjia Bai
· 3
Chongjie Zhang
· 3
Feng Luo
· 3
Hao Bai
· 3
Topics
Model-Based RL
Offline RL
Value-Based
Exploration
cs.AI
Safe RL
cs.LG
Policy Gradient
Multi-Agent
RLHF & Alignment