Pavel Kolev
6 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (23)
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Keyword Champion
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Mathematics & Optimization
(3)
Reinforcement Learning
(3)
Core AI
(3)
Methods
(3)
Optimization
(3)
Robotics
(2)
Learning Types
(2)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Capabilities
(1)
Core Methods
(1)
Mathematics
(1)
Keywords
policy learning
(2)
offline reinforcement learning
(1)
online learning
(1)
imitation learning
(1)
matrix factorization
(1)
bipartite matching
(1)
low-rank approximation
(1)
nash equilibrium
(1)
constraint satisfaction
(1)
matrix approximation
(1)
machine learning
(1)
sparse optimization
(1)
sublinear time
(1)
exploration policy
(1)
regret bound
(1)
online algorithm
(1)
approximation algorithm
(1)
benchmark dataset
(1)
secretary problem
(1)
adversarial constraint
(1)
Papers
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
ICML 2025
Benchmarking Offline Reinforcement Learning on Real-Robot Hardware
ICLR 2023
On Imitation in Mean-field Games
NeurIPS 2023
Online Learning under Adversarial Nonlinear Constraints
NeurIPS 2023
Secretary and Online Matching Problems with Machine Learned Advice
NeurIPS 2020
Approximation Algorithms for ℓ_0-Low Rank Approximation
NeurIPS 2017