Alexey Skrynnik
7 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Reinforcement Learning
(4)
Methods
(4)
Deep Learning
(3)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
multi-agent path finding
(4)
multi-agent reinforcement learning
(2)
lifelong learning
(2)
decentralized planning
(2)
heuristic search
(2)
neural network
(2)
distribution shift
(1)
partially observable
(1)
monte carlo tree search
(1)
continuous action space
(1)
foundation model
(1)
transformer neural network
(1)
evaluation protocol
(1)
dynamic environment
(1)
hybrid approach
(1)
molecular conformation
(1)
optimization trajectory
(1)
lifelong planning
(1)
benchmark platform
(1)
decentralized system
(1)
Papers
CAMAR: Continuous Actions Multi-Agent Routing
AAAI 2026
CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World
ACL 2025
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale
AAAI 2025
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
ICLR 2025
Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding
AAAI 2024
Gradual Optimization Learning for Conformational Energy Minimization
ICLR 2024
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning
AAAI 2024