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Assaf Hallak
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2020 – today
- 2024
- [i15]Assaf Hallak, Gal Dalal, Chen Tessler, Kelly Guo, Shie Mannor, Gal Chechik:
PlaMo: Plan and Move in Rich 3D Physical Environments. CoRR abs/2406.18237 (2024) - 2023
- [c8]Aviv Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik, Gal Dalal:
Planning and Learning with Adaptive Lookahead. AAAI 2023: 9606-9613 - [i14]Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik:
SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search. CoRR abs/2301.13236 (2023) - [i13]Assaf Hallak, Gal Dalal:
On the Products of Stochastic and Diagonal Matrices. CoRR abs/2304.11634 (2023) - 2022
- [c7]Guy Tennenholtz, Assaf Hallak, Gal Dalal, Shie Mannor, Gal Chechik, Uri Shalit:
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning. ICLR 2022 - [c6]Guy Tennenholtz, Nadav Merlis, Lior Shani, Shie Mannor, Uri Shalit, Gal Chechik, Assaf Hallak, Gal Dalal:
Reinforcement Learning with a Terminator. NeurIPS 2022 - [i12]Aviv Rosenberg, Assaf Hallak, Shie Mannor, Gal Chechik, Gal Dalal:
Planning and Learning with Adaptive Lookahead. CoRR abs/2201.12403 (2022) - [i11]Guy Tennenholtz, Nadav Merlis, Lior Shani, Shie Mannor, Uri Shalit, Gal Chechik, Assaf Hallak, Gal Dalal:
Reinforcement Learning with a Terminator. CoRR abs/2205.15376 (2022) - [i10]Gal Dalal, Assaf Hallak, Shie Mannor, Gal Chechik:
SoftTreeMax: Policy Gradient with Tree Search. CoRR abs/2209.13966 (2022) - 2021
- [c5]Gal Dalal, Assaf Hallak, Steven Dalton, Iuri Frosio, Shie Mannor, Gal Chechik:
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction. NeurIPS 2021: 5518-5530 - [i9]Assaf Hallak, Gal Dalal, Steven Dalton, Iuri Frosio, Shie Mannor, Gal Chechik:
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction. CoRR abs/2107.01715 (2021) - [i8]Guy Tennenholtz, Assaf Hallak, Gal Dalal, Shie Mannor, Gal Chechik, Uri Shalit:
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning. CoRR abs/2110.06539 (2021)
2010 – 2019
- 2017
- [c4]Assaf Hallak, Shie Mannor:
Consistent On-Line Off-Policy Evaluation. ICML 2017: 1372-1383 - [i7]Assaf Hallak, Shie Mannor:
Consistent On-Line Off-Policy Evaluation. CoRR abs/1702.07121 (2017) - [i6]Assaf Hallak, Yishay Mansour, Elad Yom-Tov:
Automatic Representation for Lifetime Value Recommender Systems. CoRR abs/1702.07125 (2017) - 2016
- [c3]Assaf Hallak, Aviv Tamar, Rémi Munos, Shie Mannor:
Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis. AAAI 2016: 1631-1637 - 2015
- [c2]Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor:
Off-policy Model-based Learning under Unknown Factored Dynamics. ICML 2015: 711-719 - [i5]Assaf Hallak, Dotan Di Castro, Shie Mannor:
Contextual Markov Decision Processes. CoRR abs/1502.02259 (2015) - [i4]Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor:
Off-policy evaluation for MDPs with unknown structure. CoRR abs/1502.03255 (2015) - [i3]Assaf Hallak, Aviv Tamar, Shie Mannor:
Emphatic TD Bellman Operator is a Contraction. CoRR abs/1508.03411 (2015) - [i2]Assaf Hallak, Aviv Tamar, Rémi Munos, Shie Mannor:
Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis. CoRR abs/1509.05172 (2015) - 2013
- [c1]Assaf Hallak, Dotan Di Castro, Shie Mannor
:
Model selection in markovian processes. KDD 2013: 374-382 - 2012
- [i1]Assaf Hallak, Shie Mannor:
How to sample if you must: on optimal functional sampling. CoRR abs/1208.2417 (2012)
Coauthor Index
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last updated on 2024-07-23 21:02 CEST by the dblp team
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