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John P. Dickerson — most-cited papers & profile · Reinforcement Learning
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John P. Dickerson
6
papers ·
2
citations ·
32
h-index
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Most-cited papers
Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
2022 · 2 citations
Mix and Match: Markov Chains & Mixing Times for Matching in Rideshare
2019
Interpretable Deep Reinforcement Learning for Green Security Games with Real-Time Information
2022
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks
2023
Syllabus: Portable Curricula for Reinforcement Learning Agents
2024
Top co-authors
Ryan Sullivan
· 3
Karthik Abinav Sankararaman
· 1
Pratap Tokekar
· 1
Shengyi Huang
· 1
Xinchen Yang
· 1
Yuhao Wan
· 1
Topics
Game AI
Model-Based RL
Multi-Agent
Policy Gradient
Safe RL
Exploration
Meta-RL