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Stefanos Nikolaidis — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Stefanos Nikolaidis
24
papers ·
82
citations ·
23
h-index
University of Southern California
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning
2022 · 24 citations
Deep Surrogate Assisted Generation of Environments
2022 · 11 citations
Learning from Demonstrations using Signal Temporal Logic
2021 · 3 citations
Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
2023 · 3 citations
Human Decision Makings on Curriculum Reinforcement Learning with Difficulty Adjustment
2022 · 1 citations
Theory of Mind Guided Strategy Adaptation for Zero-Shot Coordination
2026
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
2025
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity
2024
Top co-authors
Bryon Tjanaka
· 3
Matthew C. Fontaine
· 3
Aleksei Petrenko
· 1
Andrew Ni
· 1
Aniruddh G. Puranic
· 1
C.-C. Jay Kuo
· 1
Emilio Ferrara
· 1
Gaurav Sukhatme
· 1
Jiali Duan
· 1
Julian Togelius
· 1
Jyotirmoy V. Deshmukh
· 1
Katia P. Sycara
· 1
Topics
Exploration
Meta-RL
Model-Based RL
Safe RL
Policy Gradient
Game AI
cs.MA
Offline RL
RLHF & Alignment