Deep Reinforcement Learning for Object Tracking

Deep Reinforcement Learning for Object Tracking

UCF CRCV via YouTube Direct link

Training: Supervised learning

12 of 15

12 of 15

Training: Supervised learning

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Deep Reinforcement Learning for Object Tracking

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  1. 1 Intro
  2. 2 Different types of learning
  3. 3 Deep learning in a nutshell
  4. 4 Reinforcement learning in a nutshell
  5. 5 Policy
  6. 6 Value function A value function is a prediction of future reward
  7. 7 Approaches To Reinforcement Learning
  8. 8 Motivation
  9. 9 Action-driven object tracking
  10. 10 Problem definition (RL setting)
  11. 11 Action-decision network
  12. 12 Training: Supervised learning
  13. 13 Training: Reinforcement learning
  14. 14 Training: Online adaptation
  15. 15 Self comparison

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