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Cathy Wu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Cathy Wu
24
papers ·
151
citations ·
68
h-index
University of Delaware
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines
2018 · 75 citations
Reinforcement Learning for Mixed Autonomy Intersections
2021 · 35 citations
Learning Eco-Driving Strategies at Signalized Intersections
2022 · 31 citations
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
2022 · 4 citations
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
2023 · 4 citations
Multi-agent Path Finding for Mixed Autonomy Traffic Coordination
2024 · 1 citations
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
2024 · 1 citations
Internalizing Curriculum Judgment for LLM Reinforcement Fine-Tuning
2026
Learning-guided Prioritized Planning for Lifelong Multi-Agent Path Finding in Warehouse Automation
2026
Structure Detection for Contextual Reinforcement Learning
2026
RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations
2025
Flow: A Modular Learning Framework for Mixed Autonomy Traffic
2017
Unified Automatic Control of Vehicular Systems with Reinforcement Learning
2022
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy
2023
Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective
2023
Top co-authors
Vindula Jayawardana
· 6
Sirui Li
· 4
Zhongxia Yan
· 4
Han Zheng
· 3
Jung-Hoon Cho
· 3
Yining Ma
· 3
Alexandre M Bayen
· 2
Dajiang Suo
· 2
Eugene Vinitsky
· 2
Abdul Rahman Kreidieh
· 1
Aboudy Kreidieh
· 1
Alexandre M. Bayen
· 1
Topics
Value-Based
Model-Based RL
Multi-Agent
Safe RL
Policy Gradient
cs.LG
cs.AI
Exploration
Meta-RL
cs.RO