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Matthew Guzdial — most-cited papers & profile · Reinforcement Learning
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Matthew Guzdial
9
papers ·
24
citations ·
12
h-index
University of Alberta
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model
2021 · 9 citations
Arachnophobia Exposure Therapy using Experience-driven Procedural Content Generation via Reinforcement Learning (EDPCGRL)
2021 · 7 citations
Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules
2023 · 5 citations
Spiders Based on Anxiety: How Reinforcement Learning Can Deliver Desired User Experience in Virtual Reality Personalized Arachnophobia Treatment
2024 · 1 citations
Diversity-based Deep Reinforcement Learning Towards Multidimensional Difficulty for Fighting Game AI
2022 · 1 citations
Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning
2023 · 1 citations
Personalizing Exposure Therapy via Reinforcement Learning
2025
A Systematic Approach to Design Real-World Human-in-the-Loop Deep Reinforcement Learning: Salient Features, Challenges and Trade-offs
2025
Top co-authors
Athar Mahmoudi-Nejad
· 3
Pierre Boulanger
· 3
Antoine Fagette
· 2
Jalal Arabneydi
· 2
Sai Krishna Gottipati
· 2
Srijita Das
· 2
William Duguay
· 2
Alexander Sieusahai
· 1
Clod\'eric Mars
· 1
Cloderic Mars
· 1
Emily Halina
· 1
Johor Jara Gonzalez
· 1
Topics
Model-Based RL
Game AI
Multi-Agent
Policy Gradient
Meta-RL
RLHF & Alignment
Exploration
Value-Based
Safe RL