Viacheslav Sinii
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Reinforcement Learning
(4)
Core AI
(4)
Methods
(4)
Deep Learning
(2)
Machine Learning
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
reinforcement learning
(2)
multi-task learning
(1)
few-shot learning
(1)
mathematical reasoning
(1)
in-context learning
(1)
chain-of-thought reasoning
(1)
transformer
(1)
scalable training
(1)
generalization
(1)
adaptive agent
(1)
meta-reinforcement learning
(1)
task distribution
(1)
noise injection
(1)
reinforcement learning benchmark
(1)
scalable computing
(1)
multi-task adaptation
(1)
steering vector
(1)
gradient-based meta-learning
(1)
environment simulation
(1)
semantic content
(1)
Papers
Steering LLM Reasoning Through Bias-Only Adaptation
EMNLP 2025
Emergence of In-Context Reinforcement Learning from Noise Distillation
ICML 2024
In-Context Reinforcement Learning for Variable Action Spaces
ICML 2024
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
NeurIPS 2024