Kalweit, Maria
- Deep Surrogate Q-Learning for Autonomous Driving
2020/10/21 by Kalweit, Maria, Gabriel Kalweit, Kalweit, Gabriel +4 · 1 citation
Computer Science · Energy · Decision Sciences · #Reinforcement Learning in Robotics #Energy, Environment, and Transportation Policies #Advanced Bandit Algorithms Research
- Multi-intention Inverse Q-learning for Interpretable Behavior Representation
2023/11/23 by Hao Zhu, Zhu, Hao, Brice de la Crompe +10 · 2 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Neurotransmitter Receptor Influence on Behavior #Receptor Mechanisms and Signaling
- BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design
2024/09/09 by Yannick Vogt, Mehdi Naouar, Vogt, Yannick +9 · 2 citations
Medicine · Engineering · #Monoclonal and Polyclonal Antibodies Research #CAR-T cell therapy research #Nanofabrication and Lithography Techniques
- NeuRL: Closed-form Inverse Reinforcement Learning for Neural Decoding
2022/04/10 by Kalweit, Gabriel, Gabriel Kalweit, Mansour Alyahyay +14 · 1 citation
Computer Science · Neuroscience · #FOS: Biological sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators
2024/07/23 by Wesselkamp, Marieke, Chantry, Matthew, Pinnington, Ewan +7 · 1 citation
#Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation
2025/08/03 by Julia Hindel, Ema Mekic, Hindel, Julia +11 · 1 citation
Medicine · Engineering · Computer Science · #Surgical Simulation and Training #Soft Robotics and Applications #Advanced Neural Network Applications