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Deheng Ye — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Deheng Ye
30
papers ·
161
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
MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
2021 · 13 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
Boosting Offline Reinforcement Learning with Residual Generative Modeling
2021 · 3 citations
Replay-enhanced Continual Reinforcement Learning
2023 · 3 citations
Future-conditioned Unsupervised Pretraining for Decision Transformer
2023 · 2 citations
Learning Diverse Policies in MOBA Games via Macro-Goals
2021 · 1 citations
Coordinated Proximal Policy Optimization
2021 · 1 citations
RLTF: Reinforcement Learning from Unit Test Feedback
2023 · 1 citations
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
2024 · 1 citations
Robust Policy Expansion for Offline-to-Online RL under Diverse Data Corruption
2025
Top co-authors
Qiang Fu
· 7
Wei Yang
· 6
Zichuan Lin
· 6
Lanxiao Huang
· 4
Qiang Fu
· 4
Bei Shi
· 3
Bo Yuan
· 3
Junyou Li
· 3
Mingfei Sun
· 3
Fuhao Qiu
· 2
Hao Wu
· 2
Hongsheng Yu
· 2
Topics
Game AI
Policy Gradient
Offline RL
Multi-Agent
Exploration
Meta-RL
Value-Based
Model-Based RL
Safe RL
RLHF & Alignment