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William Yang Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
William Yang Wang
42
papers ·
1421
citations ·
65
h-index
Massachusetts Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning
2017 · 772 citations
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation
2018 · 200 citations
What Should I Ask? Using Conversationally Informative Rewards for Goal-Oriented Visual Dialog
2019 · 39 citations
Video Captioning via Hierarchical Reinforcement Learning
2017 · 22 citations
Off-policy Reinforcement Learning with Optimistic Exploration and Distribution Correction
2021 · 1 citations
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators
2022 · 1 citations
Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning
2022
Top co-authors
Jiachen Li
· 2
Qinxun Bai
· 2
Wenhan Xiong
· 2
Carlos Elmadjian
· 1
Edwin Zhang
· 1
Hongmin Wang
· 1
Huayan Wang
· 1
Jiawei Wu
· 1
Matthew Turk
· 1
Michael C. Yip
· 1
Ming Yin
· 1
Pushkar Shukla
· 1
Topics
Policy Gradient
Model-Based RL
Exploration
Value-Based
Offline RL
RLHF & Alignment
Multi-Agent
Meta-RL