Sergey Kolesnikov
9 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
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Hot Topic Early Bird
Conferences
ICML (4)
NIPS (4)
WACV (1)
Top co-authors
Keywords
offline reinforcement learning
(5)
deep reinforcement learning
(4)
uncertainty estimation
(2)
policy evaluation
(1)
few-shot learning
(1)
policy optimization
(1)
bayesian inference
(1)
policy learning
(1)
laplace approximation
(1)
fisher information
(1)
value iteration
(1)
scalable training
(1)
out-of-distribution detection
(1)
adaptive agent
(1)
meta-reinforcement learning
(1)
task distribution
(1)
reinforcement learning benchmark
(1)
scalable computing
(1)
soft actor-critic
(1)
multi-task adaptation
(1)
Papers
Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection
WACV 2025
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
NIPS 2024
In-Context Reinforcement Learning for Variable Action Spaces
ICML 2024
Emergence of In-Context Reinforcement Learning from Noise Distillation
ICML 2024
Revisiting the Minimalist Approach to Offline Reinforcement Learning
NIPS 2023
CORL: Research-oriented Deep Offline Reinforcement Learning Library
NIPS 2023
Katakomba: Tools and Benchmarks for Data-Driven NetHack
NIPS 2023
Anti-Exploration by Random Network Distillation
ICML 2023
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters
ICML 2022