"au:"Shotaro Miwa"" — arXiv2 Search

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"au:"Shotaro Miwa"" — arXiv2 Search

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Jan 6, 2025A Study of the Efficacy of Generative Flow Networks for Robotics and Machine Fault-Adaptation Jan 24, 2025TLXML: Task-Level Explanation of Meta-Learning via Influence Functions May 16, 2024Unsupervised Work Behavior Pattern Extraction Based on Hierarchical Probabilistic Model Jun 21, 2025Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown Mar 16, 2026ViSA: Visited-State Augmentation for Generalized Goal-Space Contrastive Reinforcement Learning Mar 18, 2026WINFlowNets: Warm-up Integrated Networks Training of Generative Flow Networks for Robotics and Machine Fault Adaptation Jul 21, 2024Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms