Machine Learning · Computer Science
Exploring applications of deep reinforcement learning for real-world autonomous driving systems
Victor Talpaert, Ibrahim Sobh, B Ravi Kiran, Patrick Mannion +3
2019-01-17
Robotics · Computer Science
Deep Reinforcement Learning based Local Planner for UAV Obstacle Avoidance using Demonstration Data
Lei He, Nabil Aouf, James F. Whidborne, Bifeng Song
2020-08-07
Systems and Control · Electrical Eng. & Systems
Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments
Eivind Bøhn, Erlend M. Coates, Dirk Reinhardt, Tor Arne Johansen
2023-04-20
Machine Learning · Computer Science
Deep Reinforcement Learning for Autonomous Driving: A Survey
B Ravi Kiran, Ibrahim Sobh, Victor Talpaert, Patrick Mannion +3
2021-01-26
Robotics · Computer Science
Deep Reinforcement Learning in Autonomous Car Path Planning and Control: A Survey
Yiyang Chen, Chao Ji, Yunrui Cai, Tong Yan +1
2024-04-02
Systems and Control · Electrical Eng. & Systems
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems
Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung +1
2023-01-03
Artificial Intelligence · Computer Science
A Comparative Analysis of Deep Reinforcement Learning-enabled Freeway Decision-making for Automated Vehicles
Teng Liu, Yuyou Yang, Wenxuan Xiao, Xiaolin Tang +1
2023-10-10
Robotics · Computer Science
The AdobeIndoorNav Dataset: Towards Deep Reinforcement Learning based Real-world Indoor Robot Visual Navigation
Kaichun Mo, Haoxiang Li, Zhe Lin, Joon-Young Lee
2018-02-27
Image and Video Processing · Electrical Eng. & Systems
Deep reinforcement learning in medical imaging: A literature review
S. Kevin Zhou, Hoang Ngan Le, Khoa Luu, Hien V. Nguyen +1
2021-03-10
Robotics · Computer Science
Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers
Yongqi Dong, Tobias Datema, Vincent Wassenaar, Joris van de Weg +2
2023-08-21
Artificial Intelligence · Computer Science
Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations
Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu +1
2017-10-12
Robotics · Computer Science
Motion Control in Multi-Rotor Aerial Robots Using Deep Reinforcement Learning
Gaurav Shetty, Mahya Ramezani, Hamed Habibi, Holger Voos +1
2025-04-15
Multiagent Systems · Computer Science
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang +2
2023-09-06