Asaf Cassel
9 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(8)
Reinforcement Learning
(7)
Methods
(7)
Mathematics & Optimization
(5)
Optimization
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Natural Language Processing
(1)
Robotics
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Mathematics
(1)
Systems
(1)
Keywords
regret bound
(5)
online learning
(3)
stochastic bandit
(3)
multi-armed bandit
(2)
linear mdp
(2)
policy optimization
(2)
contextual mdp
(2)
stochastic optimization
(2)
regret minimization
(2)
upper confidence bound
(1)
eluder dimension
(1)
markov decision process
(1)
adversarial setting
(1)
bandit algorithm
(1)
linear quadratic regulator
(1)
control theory
(1)
optimal policy
(1)
preference feedback
(1)
ensemble method
(1)
exploration exploitation
(1)
Papers
Batch Ensemble for Variance Dependent Regret in Stochastic Bandits
AAAI 2025
Eluder-based Regret for Stochastic Contextual MDPs
ICML 2024
Multi-turn Reinforcement Learning with Preference Human Feedback
NeurIPS 2024
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback
ICML 2024
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
NeurIPS 2024
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation
ICML 2023
Bandit Linear Control
NeurIPS 2020
Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently
ICML 2020
A General Approach to Multi-Armed Bandits Under Risk Criteria
COLT 2018