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Aleksei Petrenko — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Aleksei Petrenko
12
papers ·
48
citations ·
8
h-index
Apple (Israel) · Apple (United States)
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Most-cited papers
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning
2020 · 16 citations
DeXtreme: Transfer of Agile In-hand Manipulation from Simulation to Reality
2022 · 5 citations
Megaverse: Simulating Embodied Agents at One Million Experiences per Second
2021 · 4 citations
QuadSwarm: A Modular Multi-Quadrotor Simulator for Deep Reinforcement Learning with Direct Thrust Control
2023 · 4 citations
Large Batch Simulation for Deep Reinforcement Learning
2021 · 3 citations
Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
2023 · 3 citations
Reinforcement Learning for Long-Horizon Interactive LLM Agents
2025 · 2 citations
Entropy-Preserving Reinforcement Learning
2026
Agents that Listen: High-Throughput Reinforcement Learning with Multiple Sensory Systems
2021
Top co-authors
Vladlen Koltun
· 4
Erik Wijmans
· 3
Brennan Shacklett
· 2
Gaurav Sukhatme
· 2
Marco Cusumano-Towner
· 2
Philipp Kr\"ahenb\"uhl
· 2
Sumeet Batra
· 2
Tushar Kumar
· 2
Zhehui Huang
· 2
Alexander Zhurkevich
· 1
Ankur Handa
· 1
Anssi Kanervisto
· 1
Topics
Multi-Agent
Model-Based RL
Policy Gradient
Exploration
Game AI
Safe RL
RLHF & Alignment