| 2021 | Simulation Framework to Train Intelligent Agents towards an Assisted Driving Power Wheelchair for People with Disability. | Giovanni Falzone, Gianluca Giuffrida, Silvia Panicacci, Massimiliano Donati, Luca Fanucci |
| 2021 | Domain Adaptation Multi-task Deep Neural Network for Mitigating Unintended Bias in Toxic Language Detection. | Farshid Faal, Jia Yuan Yu, Ketra A. Schmitt |
| 2021 | TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video. | Hajer Essefi, Olfa Ben Ahmed, Christel Bidet-Ildei, Yannick Blandin, Christine Fernandez-Maloigne |
| 2021 | Aspect Based Sentiment Analysis using French Pre-Trained Models. | Abderrahman Essebbar, Bamba Kane, Ophlie Guinaudeau, Valeria Chiesa, Ilhem Qunel, Stphane Chau |
| 2021 | An Artificial Hormone-based Algorithm for Production Scheduling from the Bottom-up. | Wilfried Elmenreich, Alexander Schnabl, Melanie Schranz |
| 2021 | The Power Index at Infinity: Weighted Voting in Sequential Infinite Anonymous Games. | Shereif Eid |
| 2021 | Multi-class Motor Imagery EEG Classification using Convolution Neural Network. | Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Chokri Mhiri, Habib Hamam |
| 2021 | Autonomous Braking and Throttle System: A Deep Reinforcement Learning Approach for Naturalistic Driving. | Varshit S. Dubey, Ruhshad Kasad, Karan Agrawal |
| 2021 | LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control. | Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bker |
| 2021 | VICA: A Vicarious Cognitive Architecture Environment Model for Navigation Among Movable Obstacles. | Halim Djerroud, Arab Ali Chrif |
| 2021 | In-car Damage Dirt and Stain Estimation with RGB Images. | Sandra Dixe, Joo Leite, Sahar Azadi, Pedro Faria, Jos Mendes, Jaime C. Fonseca, Joo Borges |
| 2021 | A Probabilistic Theory of Abductive Reasoning. | Nicolas A. Espinosa Dice, Megan L. Kaye, Hana Ahmed, George D. Montaez |
| 2021 | Comparative Evaluation of Road Traffic Simulators based on Modeler's Specifications: An Application to Intermodal Mobility Behaviors. | Azise Oumar Diallo, Guillaume Lozenguez, Arnaud Doniec, Ren Mandiau |
| 2021 | Temporal Transfer Learning for Ozone Prediction based on CNN-LSTM Model. | Tuo Deng, Astrid M. M. Manders, Arjo J. Segers, Yanqin Bai, Hai-Xiang Lin |
| 2021 | A Local Active Learning Strategy by Cooperative Multi-Agent Systems. | Bruno Dato, Marie-Pierre Gleizes, Frdric Migeon |
| 2021 | Cooperative Neighborhood Learning: Application to Robotic Inverse Model. | Bruno Dato, Marie-Pierre Gleizes, Frdric Migeon |
| 2021 | Receiving Messages in Their Correct Order: Analyzing Broadcast Protocols in Dynamic Epistemic Logics. | Spandan Das, Sujata Ghosh |
| 2021 | Efficient Secure Communication for Distributed Multi-Agent Systems. | Davide Costa, Daniel Garrido, Daniel Castro Silva |
| 2021 | Automatically-Generated Agent Organizations for Flexible Workflow Enactment. | Massimo Cossentino, Salvatore Lopes, Luca Sabatucci |
| 2021 | Automatic Definition of MOISE Organizations for Adaptive Workflows. | Massimo Cossentino, Salvatore Lopes, Luca Sabatucci |
| 2021 | Comparing Elementary Cellular Automata Classifications with a Convolutional Neural Network. | Thibaud Comelli, Frdric Pinel, Pascal Bouvry |
| 2021 | Adding Supply/Demand Imbalance-Sensitivity to Simple Automated Trader-Agents. | Dave Cliff, Zhen Zhang, Nathan Taylor |
| 2021 | Improvements to Increase the Efficiency of the AlphaZero Algorithm: A Case Study in the Game 'Connect 4'. | Colin Clausen, Simon Reichhuber, Ingo Thomsen, Sven Tomforde |
| 2021 | Balancing Performance and Effort in Deep Learning via the Fusion of Real and Synthetic Cultural Heritage Photogrammetry Training Sets. | Eugene Ch'ng, Pinyuan Feng, Hongtao Yao, Zihao Zeng, Danzhao Cheng, Shengdan Cai |
| 2021 | Novel Radar-based Gesture Recognition System using Optimized CNN-LSTM Deep Neural Network for Low-power Microcomputer Platform. | Mateusz Chmurski, Mariusz Zubert |