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Bolei Zhou — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Bolei Zhou
42
papers ·
2689
citations ·
66
h-index
University of California, Los Angeles
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
Policy Continuation with Hindsight Inverse Dynamics
2019 · 7 citations
Non-local Policy Optimization via Diversity-regularized Collaborative Exploration
2020 · 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
Zeroth-Order Supervised Policy Improvement
2020 · 2 citations
Safe Exploration by Solving Early Terminated MDP
2021 · 2 citations
Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping
2022 · 2 citations
Learning from Active Human Involvement through Proxy Value Propagation
2025 · 1 citations
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning
2021 · 1 citations
Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning
2024 · 1 citations
Evolutionary Stochastic Policy Distillation
2020
Top co-authors
Zhenghao Peng
· 11
Quanyi Li
· 6
Dahua Lin
· 3
Hao Sun
· 3
Hao Sun
· 3
Bo Dai
· 2
Jian Guo
· 2
Meng Fang
· 2
Qihang Zhang
· 2
Zhenghai Xue
· 2
Ziping Xu
· 2
Bo Dai
· 1
Topics
Policy Gradient
Exploration
Safe RL
Value-Based
Offline RL
Meta-RL
RLHF & Alignment
Multi-Agent
Model-Based RL
Game AI