Aleksandr Panov
12 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (4)
π
Renaissance Researcher
(7)
π
Keyword Champion
(2)
π
Century Club
(11)
β‘
Prolific Year
(6)
Conferences
AAAI (5)
ICLR (4)
ACL (2)
CLEAR (1)
Top co-authors
Keywords
multi-agent pathfinding
(3)
decentralized planning
(2)
lifelong learning
(2)
heuristic search
(2)
imitation learning
(1)
attention mechanism
(1)
supervised learning
(1)
instruction following
(1)
partially observable
(1)
monte carlo tree search
(1)
continuous action space
(1)
foundation model
(1)
embodied agent
(1)
task planning
(1)
transformer neural network
(1)
human preference
(1)
natural language instruction
(1)
dynamic environment
(1)
hybrid approach
(1)
ambiguity detection
(1)
Papers
CAMAR: Continuous Actions Multi-Agent Routing
AAAI 2026
Relational Object-Centric Actor-Critic
CLEAR 2025
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale
AAAI 2025
CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World
ACL 2025
AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment
ACL 2025
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
ICLR 2025
Learning Successor Features with Distributed Hebbian Temporal Memory
ICLR 2025
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning
AAAI 2024
Gradual Optimization Learning for Conformational Energy Minimization
ICLR 2024
Object-Centric Learning with Slot Mixture Module
ICLR 2024
Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding
AAAI 2024
TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers
AAAI 2023