Deep Learning for Robot Perception and Cognition

Deep Learning for Robot Perception and Cognition

Iosifidis, Alexandros; Tefas, Anastasios

Elsevier Science & Technology

03/2022

634

Mole

Inglês

9780323857871

15 a 20 dias

1310

Descrição não disponível.
1. Introduction
2. Neural Networks and Backpropagation
3. Convolutional Neural Networks
4. Graph Convolutional Networks
5. Recurrent Neural Networks
6. Deep Reinforcement Learning
7. Lightweight Deep Learning
8. Knowledge Distillation
9. Progressive and Compressive Deep Learning
10. Representation Learning and Retrieval
11. Object Detection and Tracking
12. Semantic Scene Segmentation for Robotics
13. 3D Object Detection and Tracking
14. Human Activity Recognition
15. Deep Learning for Vision-based Navigation in Autonomous Drone Racing
16. Robotic Grasping in Agile Production
17. Deep learning in Multiagent Systems
18. Simulation Environments
19. Biosignal time-series analysis
20. Medical Image Analysis
21. Deep learning for robotics examples using OpenDR
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Deep Learning; Robot Perception; Robot Cognition; Intelligent Control; Mechatronics