Lenient multi-agent deep reinforcement learning G Palmer, K Tuyls, D Bloembergen, R Savani Proceedings of the 17th International Conference on Autonomous Agents and …, 2018 | 211 | 2018 |
A geographic data science framework for the functional and contextual analysis of human dynamics within global cities A Calafiore, G Palmer, S Comber, D Arribas-Bel, A Singleton Computers, Environment and Urban Systems 85, 101539, 2021 | 47 | 2021 |
Negative update intervals in deep multi-agent reinforcement learning G Palmer, R Savani, K Tuyls Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 25 | 2019 |
Robust federated learning against adversarial attacks for speech emotion recognition Y Chang, S Laridi, Z Ren, G Palmer, BW Schuller, M Fisichella arXiv preprint arXiv:2203.04696, 2022 | 24 | 2022 |
A deep learning approach to identify unhealthy advertisements in street view images G Palmer, M Green, E Boyland, YSR Vasconcelos, R Savani, A Singleton Scientific reports 11 (1), 4884, 2021 | 19 | 2021 |
Fully convolutional one-shot object segmentation for industrial robotics B Schnieders, S Luo, G Palmer, K Tuyls Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 19 | 2019 |
Scalable cooperative multi-agent-reinforcement-learning for order-controlled on schedule manufacturing in flexible manufacturing systems B Denkena, MA Dittrich, S Fohlmeister, D Kemp, G Palmer Simulation in Produktion und Logistik 15 (17), 305, 2021 | 10 | 2021 |
The Automated Inspection of Opaque Liquid Vaccines G Palmer, B Schnieders, R Savani, K Tuyls, JD Fossel, H Flore Proceedings of 24th European Conference on Artificial Intelligence, 1898-1905, 2020 | 9 | 2020 |
Market making with scaled beta policies J Jerome, G Palmer, R Savani Proceedings of the Third ACM International Conference on AI in Finance, 214-222, 2022 | 7 | 2022 |
Cutting through the noise: An empirical comparison of psycho-acoustic and envelope-based features for machinery fault detection P Wiβbrock, Y Richter, D Pelkmann, Z Ren, G Palmer ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5 | 2023 |
Independent learning approaches: Overcoming multi-agent learning pathologies in team-games G Palmer PQDT-Global, 2020 | 5 | 2020 |
Developing an AI-enabled Industry 4.0 platform-Performance experiences on deploying AI onto an industrial edge device H Eichelberger, G Palmer, C Niederée Softwaretechnik-Trends Band 43, Heft 1, 2023 | 4 | 2023 |
Developing an AI-enabled IIoT platform-Lessons learned from early use case validation H Eichelberger, G Palmer, S Reimer, T Trong Vu, H Do, S Laridi, A Weber, ... European Conference on Software Architecture, 265-283, 2022 | 4 | 2022 |
A Deep Reinforcement Learning Approach to Configuration Sampling Problem A Abolfazli, J Spiegelberg, G Palmer, A Anand 2023 IEEE International Conference on Data Mining (ICDM), 1-10, 2023 | 1 | 2023 |
Multimodal Isotropic Neural Architecture with Patch Embedding H Truchan, E Naumov, R Abedin, G Palmer, Z Ahmadi International Conference on Neural Information Processing, 173-187, 2023 | 1 | 2023 |
Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey G Palmer, C Parry, DJB Harrold, C Willis arXiv preprint arXiv:2310.07745, 2023 | 1 | 2023 |
Identifying cause-and-effect relationships of manufacturing errors using sequence-to-sequence learning J Reimer, Y Wang, S Laridi, J Urdich, S Wilmsmeier, G Palmer Scientific Reports 12 (1), 22332, 2022 | 1 | 2022 |
IIP-Ecosphere Plattform – Anforderungen (Funktionale und Qualitäts-Sicht) H Eichelberger, C Sauer, AS Ahmadian, M Schicktanz, A Dewes, ... 10.5281/zenodo.4485774, 2021 | 1* | 2021 |
Virtuelle IIoT-Plattform für die Digitalisierung der Fertigung H Eichelberger, S Reimer, C Niederée, G Palmer Zeitschrift für wirtschaftlichen Fabrikbetrieb 117 (12), 884-887, 2022 | | 2022 |
Data Valuation for Offline Reinforcement Learning A Abolfazli, G Palmer, D Kudenko arXiv preprint arXiv:2205.09550, 2022 | | 2022 |