| 2021 | Using Agents and Unsupervised Learning for Counting Objects in Images with Spatial Organization. | Eliott Jacopin, Naomie Berda, La Courteille, William Grison, Lucas Mathieu, Antoine Cornujols, Christine Martin |
| 2021 | Mathematical Programming Approach for Adversarial Attack Modelling. | Hatem Ibn-Khedher, Mohamed Ibn Khedher, Makhlouf Hadji |
| 2021 | Forecasting Air Pollution in Munich: A Comparison of MLR, ANFIS, and SVM. | Andreas Humpe, Lars Brehm, Holger Gnzel |
| 2021 | Masked Hard Coverage Mechanism on Pointer-generator Network for Natural Language Generation. | Ting Hu, Christoph Meinel |
| 2021 | Micro-YOLO: Exploring Efficient Methods to Compress CNN based Object Detection Model. | Lining Hu, Yongfu Li |
| 2021 | ArabiaNer: A System to Extract Named Entities from Arabic Content. | Mohammad Hudhud, Hamed Abdelhaq, Fadi Mohsen |
| 2021 | HNAS: Hyper Neural Architecture Search for Image Segmentation. | Yassir Houreh, Mahsa Mahdinejad, Enrique Naredo, Douglas Mota Dias, Conor Ryan |
| 2021 | The Gopher's Gambit: Survival Advantages of Artifact-based Intention Perception. | Cynthia Hom, Amani R. Maina-Kilaas, Kevin Ginta, Cindy Lay, George D. Montaez |
| 2021 | Strategising RoboCup in Real Time with Uppaal Stratego. | Philip I. Holler, Magnus K. Jensen, Hannah Marie K. Lockey, Michele Albano |
| 2021 | Multi-Agent Goal Reasoning with the CLIPS Executive in the RoboCup Logistics League. | Till Hofmann, Tarik Viehmann, Mostafa Gomaa, Daniel Habering, Tim Niemueller, Gerhard Lakemeyer |
| 2021 | Effective Area Partitioning in a Multi-Agent Patrolling Domain for Better Efficiency. | Katsuya Hattori, Toshiharu Sugawara |
| 2021 | Unsupervised Word Sense Disambiguation based on Word Embedding and Collocation. | Shangzhuang Han, Kiyoaki Shirai |
| 2021 | Contract Metadata Identification in Czech Scanned Documents. | Hien Thi Ha, Ales Hork, Minh Tuan Bui |
| 2021 | Decentralized Multi-agent Formation Control via Deep Reinforcement Learning. | Aniket Gupta, Raghava Nallanthighal |
| 2021 | Evaluating Correlations in IoT Sensors for Smart Buildings. | Davide Andrea Guastella, Nicolas Verstaevel, Cesare Valenti, Bilal Arshad, Johan Barthlemy |
| 2021 | CogToM: A Cognitive Architecture Implementation of the Theory of Mind. | Fabio Grassiotto, Paula Dornhofer Paro Costa |
| 2021 | Sentence Boundary Detection in German Legal Documents. | Ingo Glaser, Sebastian Moser, Florian Matthes |
| 2021 | Explainable Machine Learning for Trustworthy AI. | Fosca Giannotti |
| 2021 | Maintaining Organizational Multi-agent Systems: A Reorganization-based Preventive Approach. | Nawel Ghrieb, Farid Mokhati, Tahar Guerram |
| 2021 | A Secure Integrated Fog Cloud-IoT Architecture based on Multi-Agents System and Blockchain. | Chaima Gharbi, Lobna Hsairi, Ezzeddine Zagrouba |
| 2021 | Neural Machine Translation for Amharic-English Translation. | Andargachew Mekonnen Gezmu, Andreas Nrnberger, Tesfaye Bayu Bati |
| 2021 | Advances in Hybrid Evolutionary Algorithms for Fuzzy Flexible Job-shop Scheduling: State-of-the-Art Survey. | Mitsuo Gen, Lin Lin, Hayato Ohwada |
| 2021 | A Framework of Hierarchical Deep Q-Network for Portfolio Management. | Yuan Gao, Ziming Gao, Yi Hu, Sifan Song, Zhengyong Jiang, Jionglong Su |
| 2021 | Using Deep Learning for Trajectory Classification. | Nicksson C. A. Freitas, Ticiana L. Coelho da Silva, Jos Antnio Fernandes de Macdo, Leopoldo Melo Junior, Matheus G. Cordeiro |
| 2021 | A Lightweight Microservice-oriented Platform for Development of Intelligent Agent-based Enterprise Applications. | Aluizio Haendchen Filho, Rafael Castaneda Ribeiro, Hrcules Antnio do Prado, Edilson Ferneda, Jeferson Miguel Thalheimer |