1–20 of 524 hits
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    Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

    Free access
    Wörmann, Julian / Bogdoll, Daniel / Bührle, Etienne et al. | German Aerospace Center (DLR) | 2022
    Keywords: Informed Machine Learning , Machine Learning , Knowledge Augmented Machine Learning , Knowledge-driven Machine Learning

    Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

    Free access
    Wörmann, Julian / Bogdoll, Daniel / Bührle, Etienne et al. | German Aerospace Center (DLR) | 2022
    Keywords: Informed Machine Learning , Machine Learning

    Maximum Likelihood Uncertainty Estimation: Robustness to Outliers

    Free access
    Nair, Deebul / Hochgeschwender, Nico / Olivares-Mendez, Miguel | German Aerospace Center (DLR) | 2022
    Keywords: Machine Learning , Deep Learning

    Learning Multiplicative Interactions with Bayesian Neural Networks for Visual-Inertial Odometry

    Free access
    Shinde, Kashmira / Lee, Jongseok / Humt, Matthias et al. | German Aerospace Center (DLR) | 2020
    Keywords: Multimodal learning , Machine Learning , Deep Learning

    Reinforcement Learning to Train Ms. Pac-Man Using Higher-order Action-relative Inputs

    Free access
    Bom, Luuk / Henken, Ruud / Wiering, Marco | BASE | 2013
    Keywords: Reinforcement learning , Machine learning

    Pedestrian simulation as multi-objective reinforcement learning

    Free access
    Ravichandran, Naresh Balaji / Yang, Fangkai / Peters, Christopher et al. | BASE | 2018
    Keywords: Multi-objective learning , Parallel learning , Reinforcement learning

    Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information

    Free access
    Runge, Jakob | German Aerospace Center (DLR) | 2018
    Keywords: machine learning

    Towards lifelong assistive robotics: a tight coupling between object perception and manipulation

    Free access
    Hamidreza Kasaei, S. / Oliveira, Miguel / Lim, Gi Hyun et al. | BASE | 2018
    Keywords: Open-ended learning , Interactive learning

    Coordination and communication in deep multi-agent reinforcement learning

    Free access
    Schroeder de Witt, CA | BASE | 2022
    Keywords: Deep Multi-Agent Reinforcement Learning , Reinforcement learning

    A Deep Reinforcement Learning Framework where Agents Learn a Basic form of Social Movement

    Free access
    Ekstedt, Erik | BASE | 2018
    Keywords: machine learning , deep learning , reinforcement learning

    Vehicle Detection Method Based on ADE-YOLOV3 Algorithm

    Free access
    Yunxiang Liu, Guoqing Zhang, Yuanyuan Zhang: SIT, Shanghai | BASE | 2020
    Keywords: Deep Learning , Migration Learning

    Learning Assembly Tasks in a Few Minutes by Combining Impedance Control and Residual Recurrent Reinforcement Learning

    Free access
    Kulkarni, Padmaja / Kober, Jens / Babuška, Robert et al. | German Aerospace Center (DLR) | 2021
    Keywords: reinforcement learning

    Artificial Intelligence: Need, Evolution, and Applications for Transportation Systems

    Dai, Yueyue / Ma, Huihui | Springer Verlag | 2021
    Keywords: Machine learning , Reinforcement learning , Supervised learning , Semi-supervised learning , Meta-learning , Unsupervised learning , Federated learning , Transfer learning

    Deep Episodic Memory : Encoding, Recalling, and Predicting Episodic Experiences for Robot Action Execution

    Free access
    Rothfuss, Jonas / Ferreira, Fabio / Aksoy, Eren et al. | BASE | 2018
    Keywords: Learning and adaptive systems , visual learning , deep learning in robotics and automation

    Deep recurrent neural networks for abstractive text summarization

    Free access
    Klönne, Marie | German Aerospace Center (DLR) | 2018
    Keywords: deep learning , machine learning

    Knowledge Management

    Rogers, Edward W. | Wiley | 2011
    Keywords: case‐based learning , learning practices , sustainable learning , organizational learning , learning organization

    Domain Adaption and Fusion for Domain-specific Traffic Sign Detection

    Free access
    Siebenrock, Eric Philip | German Aerospace Center (DLR) | 2021
    Keywords: Deep Learning

    Transferring knowledge as heuristics in reinforcement learning: A case-based approach

    Free access
    Bianchi, Reinaldo / Celiberto, Luiz Antonio / Santos, Paulo Eduardo et al. | BASE | 2015
    Keywords: Learning process , Reinforcement learning , Transfer learning

    Innovation Paths for Machine Learning in Robotics

    Free access
    Stulp, Freek / Spranger, Michael / Listmann, Kim et al. | German Aerospace Center (DLR) | 2022
    Keywords: machine learning

    Deep learning and big data for intelligent transportation : enabling technologies and future trends

    Ahmed, Khaled R. / Hassanien, Aboul Ella | TIBKAT | 2021
    Keywords: Deep learning