Awesome Reinforcement Learning
📄
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
Zhenghao Peng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhenghao Peng
20
papers ·
72
citations ·
10
h-index
University of California, Los Angeles · Anhui Medical University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization
2022 · 15 citations
Learning to Simulate Self-Driven Particles System with Coordinated Policy Optimization
2021 · 11 citations
Non-local Policy Optimization via Diversity-regularized Collaborative Exploration
2020 · 5 citations
Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving
2024 · 5 citations
Safe Driving via Expert Guided Policy Optimization
2021 · 4 citations
Human-AI Shared Control via Policy Dissection
2022 · 4 citations
Guarded Policy Optimization with Imperfect Online Demonstrations
2023 · 4 citations
Novel Policy Seeking with Constrained Optimization
2020 · 3 citations
Safe Exploration by Solving Early Terminated MDP
2021 · 2 citations
Learning from Active Human Involvement through Proxy Value Propagation
2025 · 1 citations
Data-Efficient Learning from Human Interventions for Mobile Robots
2025 · 1 citations
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning
2021 · 1 citations
Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail
2025
Learning to Drive by Watching YouTube Videos: Action-Conditioned Contrastive Policy Pretraining
2022
Top co-authors
Bolei Zhou
· 12
Hao Sun
· 3
Bo Dai
· 2
Chunxiao Liu
· 2
Qihang Zhang
· 2
Wenjie Luo
· 2
Zhenghai Xue
· 2
Boris Ivanovic
· 1
Boyi Li
· 1
Chenda Duan
· 1
Dahua Lin
· 1
Eric Yang
· 1
Topics
Safe RL
Policy Gradient
Exploration
RLHF & Alignment
Model-Based RL
Multi-Agent
Offline RL
Game AI
cs.RO
cs.AI