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Dacheng Tao โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Dacheng Tao
161
papers ยท
1133
citations ยท
155
h-index
The University of Sydney ยท Nanyang Technological University ยท UNSW Sydney
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Penalized Proximal Policy Optimization for Safe Reinforcement Learning
2022 ยท 64 citations
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning
2017 ยท 37 citations
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search
2022 ยท 27 citations
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning
2022 ยท 17 citations
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection
2023 ยท 17 citations
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
2023 ยท 10 citations
Graph Decision Transformer
2023 ยท 5 citations
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
2023 ยท 5 citations
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning
2022 ยท 4 citations
Q-value Regularized Transformer for Offline Reinforcement Learning
2024 ยท 4 citations
Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning
2022 ยท 3 citations
Revisiting LLM Reasoning via Information Bottleneck
2025 ยท 1 citations
SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning
2023 ยท 1 citations
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning
2023 ยท 1 citations
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
2023 ยท 1 citations
Top co-authors
Li Shen
ยท 13
Xueqian Wang
ยท 9
Shengchao Hu
ยท 6
Guozheng Ma
ยท 5
Hechang Chen
ยท 5
Jifeng Hu
ยท 5
Lichao Sun
ยท 5
Linrui Zhang
ยท 5
Sili Huang
ยท 5
Li Shen
ยท 4
Ya Zhang
ยท 4
Ziqing Fan
ยท 4
Topics
Model-Based RL
Offline RL
Meta-RL
Policy Gradient
Exploration
RLHF & Alignment
Safe RL
Value-Based
Multi-Agent
Game AI