Assaf Hallak
8 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (10)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(10)
🐝
Cross-Pollinator
(10)
🧬
Topic Evolution
🏆
Grand Slam
📈
Trend Setter
Conferences
ICML (3)
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(3)
tree search
(2)
off-policy learning
(2)
policy evaluation
(1)
off-policy evaluation
(1)
object detection
(1)
model-based learning
(1)
autonomous driving
(1)
markov decision process
(1)
value function
(1)
model-based reinforcement learning
(1)
distribution shift
(1)
value estimation
(1)
stationary distribution
(1)
regret bound
(1)
bias reduction
(1)
confidence bound
(1)
deep q-network
(1)
breadth-first search
(1)
planning horizon
(1)
Papers
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
CVPR 2025
Policy Gradient with Tree Expansion
ICML 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
NIPS 2022
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
NIPS 2021
Consistent On-Line Off-Policy Evaluation
ICML 2017
Off-policy Model-based Learning under Unknown Factored Dynamics
ICML 2015