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2025	Increasing energy efficiency of bitcoin infrastructure with reinforcement learning and one-shot path planning for the lightning network Neural Computing and Applications Danila Valko, Daniel Kudenko
2025	Hybrid pathfinding optimization for the Lightning Network with Reinforcement Learning Engineering Applications of Artificial Intelligence Danila Valko, Daniel Kudenko
2025	Proceedings of the Genetic and Evolutionary Computation Conference Carlo Nübel, Malte Speidel, Sanaz Mostaghim
2025	HM-DRL: Enhancing multi-agent pathfinding with a heatmap-based heuristic for distributed deep reinforcement learning Applied Intelligence Mouad Boumediene, Abderraouf Maoudj, Anders Lyhne Christensen
2024	When to Switch: Planning and Learning for Partially Observable Multi-Agent Pathfinding IEEE Transactions on Neural Networks and Learning Systems Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr I. Panov
2023	Grid Graph Reduction for Efficient Shortest Pathfinding IEEE Access Chan-Young Kim, Sanghoon Sull
2023	Lecture Notes in Computer Science Yelisey Pitanov, Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov
2022	Planning and Learning in Multi-Agent Path Finding Doklady Mathematics K. S. Yakovlev, A. A. Andreychuk, A. A. Skrynnik, A. I. Panov
2022	Lecture Notes in Computer Science Maria Nesterova, Alexey Skrynnik, Aleksandr Panov
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