Philipp Moritz

Most-cited papers

Trust Region Policy Optimization
John D. Schulman, Philipp Moritz, S. Levine, Michael I. Jordan +1 more
2015International Conference on Machine Learning8,457 citations
Semantic Scholar
High-Dimensional Continuous Control Using Generalized Advantage Estimation
John D. Schulman, Philipp Moritz, S. Levine, Michael I. Jordan +1 more
2015International Conference on Learning Representations5,104 citations
Semantic Scholar
Ray: A Distributed Framework for Emerging AI Applications
Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov +7 more
2017USENIX Symposium on Operating Systems Design and Implementation1,833 citations
Semantic Scholar
Tune: A Research Platform for Distributed Model Selection and Training
Richard Liaw, Eric Liang, Robert Nishihara, Philipp Moritz +2 more
2018arXiv.org1,163 citations
Semantic Scholar
RLlib: Abstractions for Distributed Reinforcement Learning
Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz +5 more
2017International Conference on Machine Learning1,074 citations
Semantic Scholar
A Linearly-Convergent Stochastic L-BFGS Algorithm
Philipp Moritz, Robert Nishihara, Michael I. Jordan
2015International Conference on Artificial Intelligence and Statistics272 citations
Semantic Scholar
Ray RLLib: A Composable and Scalable Reinforcement Learning Library
Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz +4 more
2017Neural Information Processing Systems181 citations
Semantic Scholar
SparkNet: Training Deep Networks in Spark
Philipp Moritz, Robert Nishihara, Ion Stoica, Michael I. Jordan
2015International Conference on Learning Representations179 citations
Semantic Scholar
Real-Time Machine Learning: The Missing Pieces
Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov +6 more
2017USENIX Workshop on Hot Topics in Operating Systems66 citations
Semantic Scholar
Lineage stash: fault tolerance off the critical path
Stephanie Wang, J. Liagouris, Robert Nishihara, Philipp Moritz +3 more
2019Symposium on Operating Systems Principles56 citations Open access
Semantic Scholar
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
Shiyi Cao, Da-Cheng Li, Fang-Zhou Zhao, Shuo Yuan +11 more
2025arXiv.org55 citations
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Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems
Si-Yuan Zhuang, Zhuo-Han Li, Dan-Yang Zhuo, Stephanie Wang +4 more
2020Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication36 citations Open access
Semantic Scholar
Policy Gradient Search: Online Planning and Expert Iteration without Search Trees
Thomas W. Anthony, Robert Nishihara, Philipp Moritz, T. Salimans +1 more
2019arXiv.org31 citations
Semantic Scholar
ESCHER: expressive scheduling with ephemeral resources
Romil Bhardwaj, Alexey Tumanov, Stephanie Wang, Richard Liaw +3 more
2022ACM Symposium on Cloud Computing7 citations Open access
Semantic Scholar
Ray: A Distributed Execution Engine for the Machine Learning Ecosystem
Philipp Moritz
20196 citations
Semantic Scholar
Discriminating between causal structures in Bayesian Networks given partial observations
Philipp Moritz, J. Reichardt, Nihat Ay
2014Kybernetika (Praha)4 citations Open access
Semantic Scholar
Ray RLlib: A Framework for Distributed Reinforcement Learning
Eric Liang, Richard Liaw, Philipp Moritz, Robert Nishihara +5 more
20171 citations
Semantic Scholar
Hoplite: Efficient Collective Communication for Task-Based Distributed Systems
Si-Yuan Zhuang, Zhuohan Li, Dan-Yang Zhuo, Stephanie Wang +4 more
2020arXiv.org0 citations
Semantic Scholar