Anton Andreychuk
8 papers · 2019–2026 · 3 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· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(3)
Machine Learning
(3)
Reinforcement Learning
(3)
Learning Types Β· Machine Learning
(3)
Methods
(3)
Mathematics & Optimization
(2)
Robotics
(2)
Capabilities
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Keywords
multi-agent path finding
(7)
heuristic search
(3)
path planning
(2)
conflict-based search
(2)
lifelong learning
(2)
decentralized planning
(2)
continuous time
(2)
monte carlo tree search
(1)
collision avoidance
(1)
foundation model
(1)
transformer neural network
(1)
search algorithm
(1)
evaluation protocol
(1)
safe interval path planning
(1)
optimal solution
(1)
large neighborhood search
(1)
action planning
(1)
neural network
(1)
focal search
(1)
lifelong planning
(1)
Papers
Enhancing PIBT via Multi-Action Operations
AAAI 2026
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
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning
AAAI 2024
TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers
AAAI 2023
Improving Continuous-time Conflict Based Search
AAAI 2021
Multi-Agent Pathfinding with Continuous Time
IJCAI 2019