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Sam Earle — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sam Earle
14
papers ·
82
citations ·
9
h-index
New York University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Controllable Content Generators
2021 · 42 citations
Learning Controllable 3D Level Generators
2022 · 26 citations
Using Fractal Neural Networks to Play SimCity 1 and Conway's Game of Life at Variable Scales
2020 · 9 citations
Enhancing Player Enjoyment with a Two-Tier DRL and LLM-Based Agent System for Fighting Games
2025 · 1 citations
Video Game Level Design as a Multi-Agent Reinforcement Learning Problem
2025
PuzzleJAX: A Benchmark for Reasoning and Learning
2025
PCGRLLM: Large Language Model-Driven Reward Design for Procedural Content Generation Reinforcement Learning
2025
Autoverse: An Evolvable Game Language for Learning Robust Embodied Agents
2024
PCGRL+: Scaling, Control and Generalization in Reinforcement Learning Level Generators
2024
Top co-authors
Julian Togelius
· 8
Zehua Jiang
· 6
Graham Todd
· 1
In-Chang Baek
· 1
Jin-Ha Noh
· 1
Kyung-Joong Kim
· 1
Shouren Wang
· 1
Sung-Hyun Kim
· 1
Yuchen Li
· 1
Topics
Game AI
Model-Based RL
Exploration
Meta-RL
RLHF & Alignment
Safe RL
cs.AI
cs.LG
cs.MA
cs.NE