Agents and Artificial Intelligence 13th International Conference, ICAART 2021, Virtual Event, February 4-6, 2021, Revised Selected Papers / [electronic resource] :
edited by Ana Paula Rocha, Luc Steels, Jaap van den Herik.
- 1st ed. 2022.
- XIV, 341 p. 143 illus., 89 illus. in color. online resource.
- Lecture Notes in Artificial Intelligence, 13251 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 13251 .
Agents -- Specification Aware Multi-Agent Reinforcement Learning -- Task Bundle Delegation for Reducing the Flowtime -- A Detailed Analysis of a Systematic Review about Requirements Engineering Processes for Multi-Agent Systems -- Automatically-generated Agent Organizations for Flexible Workflow Enactment -- Negotiation Considering Privacy Loss on Asymmetric Multi-objective Decentralized Constraint Optimization Problem -- Artificial Intelligence -- Utilizing Out-domain Datasets to Enhance Multi-task Citation Analysis -- Using Possibilistic Networks to Compute Learning Course Indicators -- Assured Deep Multi-Agent Reinforcement Learning for Safe Robotic Systems -- How to Segment Handwritten Historical Chronicles using Fully Convolutional Networks? -- On the Relationship with Toulmin Method to Logic-based Argumentation -- Informer: An efficient Transformer Architecture using Convolutional Layers -- Improving the Generalization of Deep Learning Classification Models in Medical Imaging using Transfer Learning and Generative Adversarial Networks -- An Interpretable Word Sense Classifier for Human Explainable Chatbot -- A Tsetlin Machine Framework for Universal Outlier and Novelty Detection -- Adding Supply/Demand Imbalance-sensitivity to Simple Automated Trader-agents -- Advances in Measuring Inflation within Virtual Economies using Deep Reinforcement Learning -- Practical City Scale Stochastic Path Planning with Pre-computation.
This book constitutes selected papers from the refereed proceedings of the 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, which was held online during February 4-6, 2021. A total of 72 full and 99 short papers were carefully reviewed and selected for the conference from a total of 298 submissions; 17 selected full papers are included in this book. They were organized in topical sections named agents and artificial intelligence.
9783031101618
10.1007/978-3-031-10161-8 doi
Artificial intelligence. Computer science. Computers. Computers, Special purpose. Image processing--Digital techniques. Computer vision. Artificial Intelligence. Theory of Computation. Computing Milieux. Special Purpose and Application-Based Systems. Computer Imaging, Vision, Pattern Recognition and Graphics.