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Deheng Ye — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Deheng Ye
68
papers ·
226
citations ·
17
h-index
Tencent (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Playing Full MOBA Games with Deep Reinforcement Learning
2020 · 43 citations
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
2019 · 25 citations
Curriculum-based Asymmetric Multi-task Reinforcement Learning
2022 · 22 citations
A Survey on Transformers in Reinforcement Learning
2023 · 17 citations
MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
2021 · 13 citations
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning
2022 · 12 citations
GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training
2025 · 11 citations
Revisiting Discrete Soft Actor-Critic
2022 · 11 citations
Pretraining in Deep Reinforcement Learning: A Survey
2022 · 11 citations
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations
2021 · 8 citations
More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization
2022 · 5 citations
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning
2021 · 4 citations
Boosting Offline Reinforcement Learning with Residual Generative Modeling
2021 · 3 citations
Replay-enhanced Continual Reinforcement Learning
2023 · 3 citations
Robust Offline Reinforcement Learning with Gradient Penalty and Constraint Relaxation
2022 · 2 citations
Top co-authors
Zichuan Lin
· 16
Qiang Fu
· 15
Wei Yang
· 15
Junyou Li
· 5
Yijun Yang
· 5
Zongqing Lu
· 5
Bo Yuan
· 4
Jiafei Lyu
· 4
Liang Wang
· 4
Li Shen
· 4
Chao Yu
· 3
Junliang Xing
· 3
Topics
Game AI
Policy Gradient
Multi-Agent
Value-Based
Offline RL
Exploration
Meta-RL
Model-Based RL
cs.LG
cs.AI