Awesome AI Agents
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Wen Sun — most-cited papers & profile · AI Agents
← authors
·
overview
Wen Sun
22
papers ·
134
citations ·
40
h-index
Northwestern Polytechnical University · Hangzhou Dianzi University · University of Hong Kong · South China University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-Robot Collision Avoidance under Uncertainty with Probabilistic Safety Barrier Certificates
2019 · 43 citations
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
2020 · 36 citations
Corruption-robust exploration in episodic reinforcement learning
2019 · 18 citations
Constrained episodic reinforcement learning in concave-convex and knapsack settings
2020 · 14 citations
Corruption-Robust Offline Reinforcement Learning
2021 · 7 citations
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage
2021 · 6 citations
PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration
2021 · 5 citations
Representation Learning for Online and Offline RL in Low-rank MDPs
2021 · 5 citations
Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
2026
Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
2026
Prompt Curriculum Learning for Efficient LLM Post-Training
2025
Step-Audio 2 Technical Report
2025
Value-Guided Search for Efficient Chain-of-Thought Reasoning
2025
Scaling Offline RL via Efficient and Expressive Shortcut Models
2025
Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model
2025
Topics
Model-Based RL
Exploration
Offline RL
RLHF & Alignment
Value-Based
Audio Generation
Efficiency
Reinforcement Learning
Audio Understanding
Speech Recognition