Philipp Moritz

21 papers A* 7A 2Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent. CoRR Shiyi Cao, Dacheng Li, Fangzhou Zhao, Shuo Yuan, Sumanth Hegde, Connor Chen, Charlie Ruan, Tyler Griggs, Shu Liu, Eric Tang, Richard Liaw, Philipp Moritz, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2022	—	`conf`	ESCHER: expressive scheduling with ephemeral resources. SoCC Romil Bhardwaj, Alexey Tumanov, Stephanie Wang, Richard Liaw, Philipp Moritz, Robert Nishihara, Ion Stoica
2021	A*	`conf`	Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems. SIGCOMM Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica
2020	J	`jnl`	Hoplite: Efficient Collective Communication for Task-Based Distributed Systems. CoRR Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica
2019	A*	`conf`	Lineage stash: fault tolerance off the critical path. SOSP Stephanie Wang, John Liagouris, Robert Nishihara, Philipp Moritz, Ujval Misra, Alexey Tumanov, Ion Stoica
2019	J	`jnl`	Policy Gradient Search: Online Planning and Expert Iteration without Search Trees. CoRR Thomas Anthony, Robert Nishihara, Philipp Moritz, Tim Salimans, John Schulman
2019	—	`—`	Ray: A Distributed Execution Engine for the Machine Learning Ecosystem. Philipp Moritz
2018	A*	`conf`	RLlib: Abstractions for Distributed Reinforcement Learning. ICML Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Ken Goldberg, Joseph Gonzalez, Michael I. Jordan, Ion Stoica
2018	A*	`conf`	Ray: A Distributed Framework for Emerging AI Applications. OSDI Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica
2018	J	`jnl`	Tune: A Research Platform for Distributed Model Selection and Training. CoRR Richard Liaw, Eric Liang, Robert Nishihara, Philipp Moritz, Joseph E. Gonzalez, Ion Stoica
2017	J	`jnl`	Ray RLLib: A Composable and Scalable Reinforcement Learning Library. CoRR Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Joseph Gonzalez, Ken Goldberg, Ion Stoica
2017	J	`jnl`	Ray: A Distributed Framework for Emerging AI Applications. CoRR Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, William Paul, Michael I. Jordan, Ion Stoica
2017	A	`conf`	Real-Time Machine Learning: The Missing Pieces. HotOS Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica
2017	J	`jnl`	Real-Time Machine Learning: The Missing Pieces. CoRR Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica
2016	A	`conf`	A Linearly-Convergent Stochastic L-BFGS Algorithm. AISTATS Philipp Moritz, Robert Nishihara, Michael I. Jordan
2016	A*	`conf`	High-Dimensional Continuous Control Using Generalized Advantage Estimation. ICLR (Poster) John Schulman, Philipp Moritz, Sergey Levine, Michael I. Jordan, Pieter Abbeel
2016	A*	`conf`	SparkNet: Training Deep Networks in Spark. ICLR (Poster) Philipp Moritz, Robert Nishihara, Ion Stoica, Michael I. Jordan
2015	J	`jnl`	A Linearly-Convergent Stochastic L-BFGS Algorithm. CoRR Philipp Moritz, Robert Nishihara, Michael I. Jordan
2015	A*	`conf`	Trust Region Policy Optimization. ICML John Schulman, Sergey Levine, Pieter Abbeel, Michael I. Jordan, Philipp Moritz
2015	J	`jnl`	Trust Region Policy Optimization. CoRR John Schulman, Sergey Levine, Philipp Moritz, Michael I. Jordan, Pieter Abbeel
2014	J	`jnl`	Discriminating between causal structures in Bayesian Networks given partial observations. Kybernetika Philipp Moritz, Jörg Reichardt, Nihat Ay