Gal Dalal

Most-cited papers

Safe Exploration in Continuous Action Spaces
Gal Dalal, K. Dvijotham, Matej Vecerík, Todd Hester +2 more
2018arXiv.org561 citations
Semantic Scholar
Finite Sample Analyses for TD(0) With Function Approximation
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
2017AAAI Conference on Artificial Intelligence193 citations Open access
Semantic Scholar
Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning
Gal Dalal, Gugan Thoppe, Balázs Szörényi, Shie Mannor
2017Annual Conference Computational Learning Theory129 citations
Semantic Scholar
A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound
Gal Dalal, Balázs Szörényi, Gugan Thoppe
2019AAAI Conference on Artificial Intelligence61 citations Open access
Semantic Scholar
Beyond the One Step Greedy Approach in Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
2018International Conference on Machine Learning55 citations
Semantic Scholar
Reinforcement Learning for Datacenter Congestion Control
Chen Tessler, Y. Shpigelman, Gal Dalal, Amit Mandelbaum +4 more
2021AAAI Conference on Artificial Intelligence50 citations Open access
Semantic Scholar
Acting in Delayed Environments with Non-Stationary Markov Policies
Gal Dalal, E. Derman, Shie Mannor
2021International Conference on Learning Representations48 citations
Semantic Scholar
Supervised learning for optimal power flow as a real-time proxy
Raphaël Canyasse, Gal Dalal, Shie Mannor
2016IEEE PES Innovative Smart Grid Technologies Conference45 citations
Semantic Scholar
Chance-Constrained Outage Scheduling Using a Machine Learning Proxy
Gal Dalal, E. Gilboa, Shie Mannor, L. Wehenkel
2018IEEE Transactions on Power Systems40 citations Open access
Semantic Scholar
How to Combine Tree-Search Methods in Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
2018AAAI Conference on Artificial Intelligence34 citations Open access
Semantic Scholar
Anomaly Detection in Large Databases Using Behavioral Patterning
Hanna Mazzawi, Gal Dalal, David Rozenblat, L. Ein-Dor +5 more
2017IEEE International Conference on Data Engineering29 citations
Semantic Scholar
Hierarchical Decision Making In Electricity Grid Management
Gal Dalal, E. Gilboa, Shie Mannor
2016International Conference on Machine Learning29 citations
Semantic Scholar
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
2018Neural Information Processing Systems27 citations
Semantic Scholar
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization
Yi-Han Du, Anna Winnicki, Gal Dalal, Shie Mannor +1 more
2024International Conference on Machine Learning26 citations
Semantic Scholar
Unit Commitment Using Nearest Neighbor as a Short-Term Proxy
Gal Dalal, E. Gilboa, Shie Mannor, L. Wehenkel
2016Power Systems Computation Conference24 citations Open access
Semantic Scholar
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning
Guy Tennenholtz, Assaf Hallak, Gal Dalal, Shie Mannor +2 more
2021International Conference on Learning Representations19 citations
Semantic Scholar
Reinforcement learning for the unit commitment problem
Gal Dalal, Shie Mannor
20152015 IEEE Eindhoven PowerTech19 citations Open access
Semantic Scholar
The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems
Ahmet Inci, Evgeny Bolotin, Yaosheng Fu, Gal Dalal +3 more
2020arXiv.org16 citations
Semantic Scholar
Multiple-Step Greedy Policies in Online and Approximate Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
2018Neural Information Processing Systems14 citations
Semantic Scholar
Planning and Learning with Adaptive Lookahead
Aviv A. Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik +1 more
2022AAAI Conference on Artificial Intelligence13 citations Open access
Semantic Scholar
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
Assaf Hallak, Gal Dalal, Steven Dalton, I. Frosio +2 more
2021Neural Information Processing Systems12 citations
Semantic Scholar
Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs
Benjamin Fuhrer, Y. Shpigelman, Chen Tessler, Shie Mannor +3 more
2022IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing11 citations Open access
Semantic Scholar
Concentration Bounds for Two Timescale Stochastic Approximation with Applications to Reinforcement Learning
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
2017arXiv.org10 citations
Semantic Scholar
Finite Sample Analysis for TD(0) with Linear Function Approximation
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
2017arXiv.org9 citations
Semantic Scholar
Gradient Boosting Reinforcement Learning
Benjamin Fuhrer, Chen Tessler, Gal Dalal
2024International Conference on Machine Learning8 citations
Semantic Scholar
Distributed scenario-based optimization for asset management in a hierarchical decision making environment
Gal Dalal, E. Gilboa, Shie Mannor
2016Power Systems Computation Conference8 citations Open access
Semantic Scholar
AutoScratch: ML-Optimized Cache Management for Inference-Oriented GPUs
Yaosheng Fu, Evgeny Bolotin, A. Jaleel, Gal Dalal +5 more
2023Conference on Machine Learning and Systems7 citations
Semantic Scholar
Tree Search-Based Policy Optimization under Stochastic Execution Delay
David Valensi, E. Derman, Shie Mannor, Gal Dalal
2024International Conference on Learning Representations5 citations
Semantic Scholar
Reinforcement Learning with a Terminator
Guy Tennenholtz, Nadav Merlis, Lior Shani, Shie Mannor +4 more
2022Neural Information Processing Systems5 citations Open access
Semantic Scholar
Policy Gradient with Tree Expansion
Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor +1 more
2023International Conference on Machine Learning4 citations
Semantic Scholar
Reinforcement Learning with Segment Feedback
Yi-Han Du, Anna Winnicki, Gal Dalal, Shie Mannor +1 more
2025International Conference on Machine Learning3 citations
Semantic Scholar
On the Products of Stochastic and Diagonal Matrices
Assaf Hallak, Gal Dalal
2023arXiv.org3 citations Open access
Semantic Scholar
More Test-Time Compute Can Hurt: Overestimation Bias in LLM Beam Search
Gal Dalal, Assaf Hallak, Gal Chechik, Yftah Ziser
2026arXiv.org2 citations
Semantic Scholar
Look Where You Say You're Looking: Self-Grounded Attention for Visual Reasoning
Uri Berger, Gal Chechik, Gal Dalal
20261 citations
Semantic Scholar
Monotone and Conservative Policy Iteration Beyond the Tabular Case
S. R. Eshwar, Gugan Thoppe, Ananyabrata Barua, Aditya Gopalan +1 more
20251 citations
Semantic Scholar
Reliable Policy Iteration: Performance Robustness Across Architecture and Environment Perturbations
S. R. Eshwar, Aniruddha Mukherjee, Kintan Saha, K. Agarwal +3 more
2025International Conference on Intelligent Cloud Computing1 citations Open access
Semantic Scholar
PlaMo: Plan and Move in Rich 3D Physical Environments
Assaf Hallak, Gal Dalal, Chen Tessler, Ke Guo +2 more
2024ECCV Workshops1 citations
Semantic Scholar
SoftTreeMax: Policy Gradient with Tree Search
Gal Dalal, Assaf Hallak, Shie Mannor, Gal Chechik
2022arXiv.org1 citations Open access
Semantic Scholar
Reinforcement Learning with Segment Reward Feedback under Linear Function Approximation
Feng-Xu Liu, Si-Wei Wang, Gal Dalal, Shie Mannor +1 more
20260 citations
Semantic Scholar
Convergence of Online and Approximate Multiple-Step Lookahead Policy Iteration
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
2018European Workshop on Reinforcement Learning0 citations
Semantic Scholar
Two-Timescale Stochastic Approximation Convergence Rates with Applications to Reinforcement Learning
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
20170 citations
Semantic Scholar