Maria Hügle

According to our database1, Maria Hügle authored at least 10 papers between 2018 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2021
Q-learning with Long-term Action-space Shaping to Model Complex Behavior for Autonomous Lane Changes.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Amortized Q-learning with Model-based Action Proposals for Autonomous Driving on Highways.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis.
CoRR, 2020

Interpretable Multi Time-scale Constraints in Model-free Deep Reinforcement Learning for Autonomous Driving.
CoRR, 2020

Deep Inverse Q-learning with Constraints.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dynamic Interaction-Aware Scene Understanding for Reinforcement Learning in Autonomous Driving.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Off-policy Multi-step Q-learning.
CoRR, 2019

Dynamic Input for Deep Reinforcement Learning in Autonomous Driving.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2018
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018


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