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Ion Stoica — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ion Stoica
43
papers ·
1447
citations ·
134
h-index
Berkeley College · University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
RLlib: Abstractions for Distributed Reinforcement Learning
2017 · 332 citations
Ray: A Distributed Framework for Emerging AI Applications
2017 · 253 citations
Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning
2018 · 169 citations
Multi-Level Discovery of Deep Options
2017 · 70 citations
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning
2020 · 21 citations
Accelerating Quadratic Optimization with Reinforcement Learning
2021 · 20 citations
A View on Deep Reinforcement Learning in System Optimization
2019 · 18 citations
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks
2019 · 8 citations
Neural Packet Classification
2019 · 5 citations
MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance
2021 · 5 citations
AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning
2019 · 4 citations
Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments
2021 · 3 citations
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
2025 · 1 citations
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
2025
RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs
2025
Top co-authors
Eric Liang
· 5
Joseph E. Gonzalez
· 5
Ken Goldberg
· 4
Philipp Moritz
· 4
Richard Liaw
· 4
Ameer Haj-Ali
· 3
Krste Asanovic
· 3
Michael I. Jordan
· 3
Michael Luo
· 3
Robert Nishihara
· 3
Connor Chen
· 2
John Wawrzynek
· 2
Topics
Model-Based RL
Policy Gradient
Value-Based
Multi-Agent
Exploration
RLHF & Alignment
Meta-RL
Game AI
math.OC
Safe RL