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Tianpei Yang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tianpei Yang
18
papers ·
111
citations ·
13
h-index
Soochow University · Nanjing University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Efficient Deep Reinforcement Learning via Adaptive Policy Transfer
2020 · 33 citations
A Survey on Interpretable Reinforcement Learning
2021 · 15 citations
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
2021 · 13 citations
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning
2020 · 10 citations
From Few to More: Large-scale Dynamic Multiagent Curriculum Learning
2019 · 8 citations
GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
2022 · 8 citations
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
2022 · 5 citations
Learning Shaping Strategies in Human-in-the-loop Interactive Reinforcement Learning
2018 · 3 citations
Action Semantics Network: Considering the Effects of Actions in Multiagent Systems
2019 · 3 citations
NeurIPS 2022 Competition: Driving SMARTS
2022 · 2 citations
Towards Empowerment Gain through Causal Structure Learning in Model-Based RL
2025 · 1 citations
Causal Information Prioritization for Efficient Reinforcement Learning
2025 · 1 citations
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
2025
Efficient Reinforcement Learning with Semantic and Token Entropy for LLM Reasoning
2025
Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation
2025
Top co-authors
Jianye Hao
· 8
Jing Huo
· 5
and Yang Gao
· 4
Changjie Fan
· 4
Weixun Wang
· 4
Hongyao Tang
· 3
Hongye Cao
· 3
Wulong Liu
· 3
Xiaotian Hao
· 3
Yang Gao
· 3
Yingfeng Chen
· 3
Yujing Hu
· 3
Topics
Multi-Agent
Model-Based RL
Exploration
Meta-RL
Policy Gradient
Value-Based
Game AI
RLHF & Alignment
Offline RL
Safe RL