Object detection and pose estimation based on convolutional neural networks trained with synthetic data J Josifovski, M Kerzel, C Pregizer, L Posniak, S Wermter 2018 IEEE/RSJ international conference on intelligent robots and systems …, 2018 | 45 | 2018 |
Visuo-haptic object perception for robots: an overview N Navarro-Guerrero, S Toprak, J Josifovski, L Jamone Autonomous Robots 47 (4), 377-403, 2023 | 25 | 2023 |
Robotic information gathering with reinforcement learning assisted by domain knowledge: An application to gas source localization T Wiedemann, C Vlaicu, J Josifovski, A Viseras IEEE Access 9, 13159-13172, 2021 | 22 | 2021 |
A robotic home assistant with memory aid functionality I Wieser, S Toprak, A Grenzing, T Hinz, S Auddy, EC Karaoğuz, ... KI 2016: Advances in Artificial Intelligence: 39th Annual German Conference …, 2016 | 17 | 2016 |
Continual learning on incremental simulations for real-world robotic manipulation tasks J Josifovski, M Malmir, N Klarmann, A Knoll 2nd Workshop on Closing the Reality Gap in Sim2Real Transfer for Robotics at …, 2020 | 10 | 2020 |
Analysis of Randomization Effects on sim2real transfer in reinforcement learning for robotic manipulation tasks J Josifovski, M Malmir, N Klarmann, BL Žagar, N Navarro-Guerrero, ... 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022 | 8 | 2022 |
Graph neural networks for relational inductive bias in vision-based deep reinforcement learning of robot control M Oliva, S Banik, J Josifovski, A Knoll 2022 International Joint Conference on Neural Networks (IJCNN), 1-9, 2022 | 8 | 2022 |
Robust sim2real transfer by learning inverse dynamics of simulated systems M Malmir, J Josifovski, N Klarmann, A Knoll 2nd Workshop on Closing the Reality Gap in Sim2Real Transfer for Robotics, 2020 | 6 | 2020 |
Object recognition: Sift vs convolutional neural networks J Josifovski University Hamburg-Lecture Intelligent Robotics WS 16, 2015, 2015 | 5 | 2015 |
Optimising trajectories in simulations with deep reinforcement learning for industrial robots in automotive manufacturing N Klarmann, M Malmir, J Josifovski, D Plorin, M Wagner, AC Knoll AI for Digitising Industry, 35-45, 2021 | 2 | 2021 |
Continual Invariant Image Mapping from Randomized Simulations for Sim2real Transfer in Robotic Manipulation X Xie, J Josifovski, M Malmir, A Knoll | 1 | |
Continual Domain Randomization J Josifovski, S Auddy, M Malmir, J Piater, A Knoll, N Navarro-Guerrero arXiv preprint arXiv:2403.12193, 2024 | | 2024 |
Representation Abstractions as Incentives for Reinforcement Learning Agents: A Robotic Grasping Case Study P Petropoulakis, L Gräf, J Josifovski, M Malmir, A Knoll arXiv preprint arXiv:2309.11984, 2023 | | 2023 |
DiAReL: Reinforcement Learning with Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control M Malmir, J Josifovski, N Klarmann, A Knoll arXiv preprint arXiv:2306.09010, 2023 | | 2023 |
Verbundprojekt: Elektroniksysteme für Künstliche Intelligenz in der digitalen Industrie-AI4DI-Teilvorhaben: Virtuelle KI-basierte Systemoptimierung: TVB-Schlussbericht im AI4DI … J Josifovski, M Malmir Technische Universität München, Fakultät für Informatik, Informatik IV …, 2023 | | 2023 |
Neural Models for Multi-Sensor Integration in Robotics J Josifovski | | 2016 |