| 2025 | ICML | Policy Gradient with Tree Expansion. | Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik |
| 2025 | ICML | Reinforcement Learning with Segment Feedback. | Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant |
| 2025 | ICML | Gradient Boosting Reinforcement Learning. | Benjamin Fuhrer, Chen Tessler, Gal Dalal |
| 2024 | ECCV | PlaMo: Plan and Move in Rich 3D Physical Environments. | Assaf Hallak, Gal Dalal, Chen Tessler, Kelly Guo, Shie Mannor, Gal Chechik |
| 2024 | ICLR | Tree Search-Based Policy Optimization under Stochastic Execution Delay. | David Valensi, Esther Derman, Shie Mannor, Gal Dalal |
| 2024 | ICML | Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization. | Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant |
| 2023 | AAAI | Planning and Learning with Adaptive Lookahead. | Aviv Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik, Gal Dalal |
| 2023 | CCGRID | Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs. | Benjamin Fuhrer, Yuval Shpigelman, Chen Tessler, Shie Mannor, Gal Chechik, Eitan Zahavi, Gal Dalal |
| 2022 | AAAI | Reinforcement Learning for Datacenter Congestion Control. | Chen Tessler, Yuval Shpigelman, Gal Dalal, Amit Mandelbaum, Doron Haritan Kazakov, Benjamin Fuhrer, Gal Chechik, Shie Mannor |
| 2022 | ICLR | On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning. | Guy Tennenholtz, Assaf Hallak, Gal Dalal, Shie Mannor, Gal Chechik, Uri Shalit |
| 2021 | ICLR | Acting in Delayed Environments with Non-Stationary Markov Policies. | Esther Derman, Gal Dalal, Shie Mannor |
| 2020 | AAAI | A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound. | Gal Dalal, Balzs Szrnyi, Gugan Thoppe |
| 2019 | AAAI | How to Combine Tree-Search Methods in Reinforcement Learning. | Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor |
| 2018 | AAAI | Finite Sample Analyses for TD(0) With Function Approximation. | Gal Dalal, Balzs Szrnyi, Gugan Thoppe, Shie Mannor |
| 2018 | COLT | Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning. | Gal Dalal, Gugan Thoppe, Balzs Szrnyi, Shie Mannor |
| 2018 | ICML | Beyond the One-Step Greedy Approach in Reinforcement Learning. | Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor |
| 2017 | ICDE | Anomaly Detection in Large Databases Using Behavioral Patterning. | Hanna Mazzawi, Gal Dalal, David Rozenblat, Liat Ein-Dor, Matan Ninio, Ofer Lavi, Allon Adir, Ehud Aharoni, Einat Kermany |
| 2016 | ICML | Hierarchical Decision Making In Electricity Grid Management. | Gal Dalal, Elad Gilboa, Shie Mannor |