2 papers
cs.LG2026
GeoGAE: Scalable Graph-Level Autoencoding via Hyperball Cloud Representations
Radosław Nowak, Anna Bielawska, Bogusz Stefańczyk +2
Embedding structured objects into Euclidean spaces has enabled a wide range of successful machine learning applications. Such objects include words, documents, image patches, time…
cs.LG2025
Communication-Enhanced Tutoring for Efficient Decentralized Multi-Agent Reinforcement Learning
Maciej Wojtala, Bogusz Stefańczyk, Dominik Bogucki +2
Centralized Training with Decentralized Execution (CTDE) is the dominant paradigm in multi-agent reinforcement learning (MARL), enabling agents to act independently at test time wh…