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Table of Contents: “... Interactions Spiking Actor Network for Reinforcement Learning -- An Improved YOLOv5s for Glass Tube Defect Detection -- Label Selection Approach to Learning from Crowds -- New Stability Criteria for Markov Jump Systems under DoS Attacks and Packet Loss via Dynamic...”

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Table of Contents: “... disturbance rejection control -- Theory-guided Convolutional Neural Network with an Enhanced Water Flow Optimizer -- An End-to-End Dense Connected Heterogeneous Graph Convolutional Neural Network -- Actor-Critic with variable time discretization via sustained...”

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Table of Contents: “...Active Objects based on Algebraic Effects -- Actor-based Designs for Distributed Self-organisation Programming -- Encore: Coda -- Bridging Between Active Objects: Multitier Programming for Distributed, Concurrent Systems -- A Survey of Actor-Like...”

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Table of Contents: “... Model Based on Graph Framelets Transform -- Advancing Multi-Actor Graph Convolutions for Skeleton-Based Action Recognition -- Improving output visualization of an algorithm for the automated detection of the perceived origin of movement -- Biases in Micro...”

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Table of Contents: “... Distance -- Constituency-informed and Constituency-constrained Extractive Question Answering with Heterogeneous Graph Transformer -- FAPFID: A Fairness-aware Approach for Protected Features and Imbalanced Data -- D-Thespis: A Distributed Actor-Based Causally...”

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Table of Contents: “... Actor-Critic Algorithm of the Unicycle Air Robot -- Design and Control of a Mobile Cable-driven Manipulator with Experimental Validation -- Autonomous Exploration for Mobile Robot in Three Dimensional Multi-Layer Space -- Model Predictive Control-based...”

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Table of Contents: “... Synthesis -- Word2Vec FPGA Accelerator Based on Spatial and Temporal Parallelism -- HPC & AI -- Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning -- An Advantage Actor-Critic Deep Reinforcement Learning Method for Power...”

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Table of Contents: “... -- Boosting Graph Convolutional Networks With Semi-Supervised Training -- Auxiliary Network: Scalable and agile online learning for dynamic system with inconsistently available inputs -- VAAC: V-value Attention Actor-Critic for Cooperative Multi-agent Reinforcement...”

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Table of Contents: “... Fusion Augmented Graph Contrastive Learning Based on Generative Models -- PRACM: Predictive Rewards for Actor-Critic with Mixing Function in Multi-Agent Reinforcement Learning -- A Cybersecurity Knowledge Graph Completion Method for Scalable Scenarios...”

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Table of Contents: “...Keynotes -- Symbolic Computation in Automated Program Reasoning -- The next big thing: from embedded systems to embodied actors -- Intelligent and Dependable Decision-Making Under Uncertainty -- A Coq formalization of Lebesgue Induction Principle...”

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Table of Contents: “... -- Multi-Source Domain Adaptation Based on Data Selector with Soft Actor-Critic -- Transfer learning to decode brain states reflecting the relationship between cognitive tasks -- AI and brain interface -- Brain network analysis of hand motor execution...”

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Table of Contents: “...: Exploring Protocol Programming and Async Concepts with Low-Level Network Applications -- Chapter 14: Exploring the Tokio Framework -- Chapter 15: Accepting TCP Traffic with Tokio -- Chapter 16: Building Protocols on Top of TCP -- Chapter 17: Implementing Actors...”

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Table of Contents: “...Methods and Applications -- SCAPE: HW-Aware Clustering of Data ow Actors for Tunable Scheduling Complexity.-Deep Recurrent Neural Network performing spectral recurrence on hyperspectral images for brain tissue classi cation -- Brain blood vessel...”

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