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Mingyu Cai — most-cited papers & profile · Reinforcement Learning
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Mingyu Cai
6
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Safety-Critical Learning of Robot Control with Temporal Logic Specifications
2021 · 4 citations
Overcoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications
2022 · 1 citations
Learning Minimally-Violating Continuous Control for Infeasible Linear Temporal Logic Specifications
2022 · 1 citations
Intelligent Traffic Light via Policy-based Deep Reinforcement Learning
2021
Model-free Motion Planning of Autonomous Agents for Complex Tasks in Partially Observable Environments
2023
Top co-authors
Cristian-Ioan Vasile
· 3
Junchao Li
· 2
and Shaoping Xiao
· 1
Calin Belta
· 1
Chris Schwarz
· 1
Erfan Aasi
· 1
Kevin Leahy
· 1
Makai Mann
· 1
Shaoping Xiao
· 1
Yue Zhu
· 1
Zachary Serlin
· 1
Zhen Kan
· 1
Topics
Safe RL
Policy Gradient
Exploration
Model-Based RL
Value-Based
Multi-Agent