- A Review of Deep Learning Methods and Applications for Unmanned Aerial Vehicles:
https://www.hindawi.com/journals/js/2017/3296874/ - First Order Driving Simulator: https://www2.eecs.berkeley.edu/Pubs/TechRpts/2017/EECS-2017-102.pdf
- Autonomous Navigation through Reinforcement Learning in a Non-simulated Environment:
https://projekter.aau.dk/projekter/files/243818040/report.pdf - Reinforcement Learning in Robotics: A Survey
https://www.ias.informatik.tu-darmstadt.de/uploads/Publications/Kober_IJRR_2013.pdf - MIT Autonomous Vehicle Technology Study:
https://arxiv.org/pdf/1711.06976.pdf - An Empirical Evaluation of Deep Learning on Highway Driving:
https://arxiv.org/pdf/1504.01716.pdf - On Machine Learning and Structure for Mobile Robots:
https://arxiv.org/pdf/1806.06003.pdf
- QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation
https://arxiv.org/pdf/1806.10293.pdf - On Machine Learning and Structure for Mobile Robots
https://arxiv.org/pdf/1806.06003.pdf - Integrated Perception and Planning in the Continuous Space: A POMDP Approach
http://www.roboticsproceedings.org/rss09/p18.pdf
- Vision-Based Landing of a Simulated Unmanned Aerial Vehicle with Fast Reinforcement Learning:
http://eprints.lincoln.ac.uk/3867/1/PID1374145.pdf - Autonomous UAV Navigation Using Reinforcement Learning:
https://arxiv.org/pdf/1801.05086.pdf - A REINFORCEMENT LEARNING BASED UAVS AIR COLLISION AVOIDANCE:
https://pdfs.semanticscholar.org/f137/4505a7513ec028c8f1d471ca617f5ac2cb29.pdf - Control of a Quadrotor with Reinforcement Learning:
https://arxiv.org/pdf/1707.05110.pdf - Reinforcement Learning for UAV Attitude Control:
https://arxiv.org/pdf/1804.04154.pdf - Deep Learning and Model Predictive Control for Self-Tuning Mode-Locked Lasers:
https://arxiv.org/pdf/1711.02702.pdf - Ultra Low Power Deep-Learning-powered Autonomous Nano Drones:
https://arxiv.org/pdf/1805.01831.pdf
- End-to-End Race Driving with Deep Reinforcement Learning:
https://team.inria.fr/rits/files/2018/02/ICRA18_EndToEndDriving_CameraReady.pdf - DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving:
http://deepdriving.cs.princeton.edu/paper.pdf - End to End Learning for Self-Driving Cars:
https://arxiv.org/pdf/1604.07316v1.pdf
- Vision-Based Navigation and Deep-Learning Explanation for Autonomy:
https://pdfs.semanticscholar.org/3f13/b3e10b48644c401a5041b682517bc875cdf4.pdf - Reinforcement Learning for End-to-End Autonomous Driving:
https://masterthesis.cms.chalmers.se/sites/masterthesis.cms.chalmers.se/files/uploaded_files/INDUSTRYPROJECTvictoriaReinforcementLearningAutonomousDriving.pdf - DEEP LEARNING FOR ROBOTICS:
https://www.cs.stanford.edu/people/asaxena/papers/ianlenz_phdthesis.pdf
https://www.reddit.com/r/MachineLearning/comments/4zup59/robotics_courses_for_a_deep_learning_guy/