Hallak, Assaf

13 publications

ICML 2025 Policy Gradient with Tree Expansion Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik

CVPR 2025 RL-RC-DoT: A Block-Level RL Agent for Task-Aware Video Compression Uri Gadot, Assaf Shocher, Shie Mannor, Gal Chechik, Assaf Hallak

ICMLW 2024 "You Just Can’t Go Around Killing People'' Explaining Agent Behavior to a Human Terminator Uri Menkes, Ofra Amir, Assaf Hallak

ECCVW 2024 PlaMo: Plan and Move in Rich 3D Physical Environments Assaf Hallak, Gal Dalal, Chen Tessler, Kelly Guo, Shie Mannor, Gal Chechik

AAAI 2023 Planning and Learning with Adaptive Lookahead Aviv Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik, Gal Dalal

ICLR 2022 On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning Guy Tennenholtz, Assaf Hallak, Gal Dalal, Shie Mannor, Gal Chechik, Uri Shalit

NeurIPS 2022 Reinforcement Learning with a Terminator Guy Tennenholtz, Nadav Merlis, Lior Shani, Shie Mannor, Uri Shalit, Gal Chechik, Assaf Hallak, Gal Dalal

NeurIPSW 2022 SoftTreeMax: Policy Gradient with Tree Search Gal Dalal, Assaf Hallak, Shie Mannor, Gal Chechik

NeurIPSW 2021 Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning Guy Tennenholtz, Assaf Hallak, Gal Dalal, Shie Mannor, Gal Chechik, Uri Shalit

NeurIPS 2021 Improve Agents Without Retraining: Parallel Tree Search with Off-Policy Correction Gal Dalal, Assaf Hallak, Steven Dalton, Iuri Frosio, Shie Mannor, Gal Chechik

ICML 2017 Consistent On-Line Off-Policy Evaluation Assaf Hallak, Shie Mannor

AAAI 2016 Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis Assaf Hallak, Aviv Tamar, Rémi Munos, Shie Mannor

ICML 2015 Off-Policy Model-Based Learning Under Unknown Factored Dynamics Assaf Hallak, Francois Schnitzler, Timothy Mann, Shie Mannor