| 2021 | An Investigation Into the Effect of the Learning Rate on Overestimation Bias of Connectionist Q-learning. | Yifei Chen, Lambert Schomaker, Marco A. Wiering |
| 2021 | Headway and Following Distance Estimation using a Monocular Camera and Deep Learning. | Zakaria Charouh, Amal Ezzouhri, Mounir Ghogho, Zouhair Guennoun |
| 2021 | On the Relevance of Extracting Macro-operators with Non-adjacent Actions: Does It Matter? | Sandra Castellanos-Paez, Romain Rombourg, Philippe Lalanda |
| 2021 | Let's Do the Time Warp Again: Human Action Assistance for Reinforcement Learning Agents. | Carter B. Burn, Frederick L. Crabbe, Rebecca Hwa |
| 2021 | Why It is Hard to Find AI in SMEs: A Survey from the Practice and How to Promote It. | Andreas Bunte, Frank Richter, Rosanna Diovisalvi |
| 2021 | Autoencoder Watchdog Outlier Detection for Classifiers. | Justin Bui, Robert J. Marks II |
| 2021 | Smart Broker Agent Learning How to Reach Appropriate Goal by Making Appropriate Compromises. | Dilyana Valkova Budakova, Veselka Petrova-Dimitrova, Lyudmil Georgiev Dakovski |
| 2021 | From Probabilistic Circuits to Probabilistic Programs and Back. | Guy Van den Broeck |
| 2021 | Dimensionality Reduction and Bandwidth Selection for Spatial Kernel Discriminant Analysis. | Soumia Boumeddane, Leila Hamdad, Hamid Haddadou, Sophie Dabo-Niang |
| 2021 | Distributed Serverless Chat Bot Networks using Mobile Agents: A Distributed Data Base Model for Social Networking and Data Analytics. | Stefan Bosse |
| 2021 | Imperfect Oracles: The Effect of Strategic Information on Stock Markets. | Miklos Borsi |
| 2021 | Predicting the Progress of Vehicle Development Projects: An Approach for the Identification of Input Features. | Oliver Bhme, Tobias Meisen |
| 2021 | Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance. | Matthias Blohm, Marc Hanussek, Maximilien Kintz |
| 2021 | Explaining Inaccurate Predictions of Models through k-Nearest Neighbors. | Zeki Bilgin, Murat Gunestas |
| 2021 | A Deep Q-learning based Path Planning and Navigation System for Firefighting Environments. | Manish Bhattarai, Manel Martnez-Ramn |
| 2021 | Measuring the Novelty of Natural Language Text using the Conjunctive Clauses of a Tsetlin Machine Text Classifier. | Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao |
| 2021 | A Tsetlin Machine Framework for Universal Outlier and Novelty Detection. | Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao |
| 2021 | Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-sided Label Shifts. | Peter Bellmann, Heinke Hihn, Daniel A. Braun, Friedhelm Schwenker |
| 2021 | Task Bundle Delegation for Reducing the Flowtime. | Ellie Beauprez, Anne-Ccile Caron, Maxime Morge, Jean-Christophe Routier |
| 2021 | A Multi-Agent Negotiation Strategy for Reducing the Flowtime. | Ellie Beauprez, Anne-Ccile Caron, Maxime Morge, Jean-Christophe Routier |
| 2021 | Training an Agent to Find and Reach an Object in Different Environments using Visual Reinforcement Learning and Transfer Learning. | Evelyn Conceio Santos Batista, Wouter Caarls, Leonardo A. Forero, Marco Aurlio Pacheco |
| 2021 | Multi-modal Label Retrieval for the Visual Arts: The Case of Iconclass. | Nikolay Banar, Walter Daelemans, Mike Kestemont |
| 2021 | How to Segment Handwritten Historical Chronicles Using Fully Convolutional Networks? | Josef Baloun, Pavel Krl, Ladislav Lenc |
| 2021 | ChronSeg: Novel Dataset for Segmentation of Handwritten Historical Chronicles. | Josef Baloun, Pavel Krl, Ladislav Lenc |
| 2021 | Sensor Fusion Neural Networks for Gesture Recognition on Low-power Edge Devices. | Gbor Balzs, Mateusz Chmurski, Walter Stechele, Mariusz Zubert |