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Paul Weng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Paul Weng
20
papers ·
160
citations ·
19
h-index
Duke Kunshan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Survey of Reinforcement Learning from Human Feedback
2023 · 36 citations
Reinforcement Learning
2020 · 29 citations
A Survey on Interpretable Reinforcement Learning
2021 · 15 citations
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards
2020 · 13 citations
Improving Generalization of Deep Reinforcement Learning-based TSP Solvers
2021 · 13 citations
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
2020 · 12 citations
Differentiable Logic Machines
2021 · 9 citations
Learning Symbolic Rules for Interpretable Deep Reinforcement Learning
2021 · 8 citations
Optimizing Quantiles in Preference-based Markov Decision Processes
2016 · 7 citations
Quantile Reinforcement Learning
2016 · 6 citations
Generalization in Deep RL for TSP Problems via Equivariance and Local Search
2021 · 6 citations
Revisiting Data Augmentation in Deep Reinforcement Learning
2024 · 3 citations
Safe Distributional Reinforcement Learning
2021 · 1 citations
Learning Rewards to Optimize Global Performance Metrics in Deep Reinforcement Learning
2023 · 1 citations
INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer
2024 · 1 citations
Top co-authors
Matthieu Zimmer
· 4
Yutong Ban
· 4
Claire Glanois
· 3
Jianshu Hu
· 3
Jianye Hao
· 3
Wulong Liu
· 3
Hugo Gilbert
· 2
Jianyi Zhang
· 2
Shaochen Han
· 2
Umer Siddique
· 2
Xuening Feng
· 2
Yisen Wang
· 2
Topics
Value-Based
Model-Based RL
Policy Gradient
Safe RL
Meta-RL
Exploration
Multi-Agent
Game AI
RLHF & Alignment