Assaf Hallak
8 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Reinforcement Learning
(6)
Artificial Intelligence
(5)
Core AI Β· Artificial Intelligence
(5)
Methods
(5)
Learning Types Β· Machine Learning
(4)
Applications
(3)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI Β· Computer Vision
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Keywords
reinforcement learning
(4)
tree search
(2)
distribution shift
(2)
off-policy learning
(2)
autonomous driving
(1)
off-policy evaluation
(1)
policy evaluation
(1)
object detection
(1)
temporal difference learning
(1)
model-based learning
(1)
policy gradient
(1)
markov decision process
(1)
value function
(1)
model-based reinforcement learning
(1)
imitation learning
(1)
sample efficiency
(1)
value estimation
(1)
stationary distribution
(1)
regret bound
(1)
deep reinforcement learning
(1)
Papers
Policy Gradient with Tree Expansion
ICML 2025
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
CVPR 2025
Planning and Learning with Adaptive Lookahead
AAAI 2023
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning
ICLR 2022
Reinforcement Learning with a Terminator
NeurIPS 2022
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
NeurIPS 2021
Consistent On-Line Off-Policy Evaluation
ICML 2017
Off-policy Model-based Learning under Unknown Factored Dynamics
ICML 2015