Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Zachary C. Lipton — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zachary C. Lipton
17
papers ·
803
citations ·
45
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A User Simulator for Task-Completion Dialogues
2016 · 140 citations
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
2016 · 98 citations
Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear
2016 · 50 citations
On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk
2021 · 5 citations
How Transferable are the Representations Learned by Deep Q Agents?
2020 · 3 citations
On Proximal Policy Optimization's Heavy-tailed Gradients
2021 · 2 citations
Top co-authors
Jianfeng Gao
· 3
Li Deng
· 2
Lihong Li
· 2
Xiujun Li
· 2
Abhishek Kumar
· 1
Adarsh Prasad
· 1
Audrey Huang
· 1
Bhuwan Dhingra
· 1
Emilio Parisotto
· 1
Faisal Ahmed
· 1
Jacob Tyo
· 1
Joshua Zhanson
· 1
Topics
Value-Based
Exploration
Policy Gradient
Model-Based RL
Safe RL
Game AI
Meta-RL