Adaptive visual tracking using the prioritized Q-learning algorithm: MDP-based parameter learning approach ?
We use an MDP formulation for optimal adaptation of tracking algorithms. We optimize the tracker control parameters using prioritized Q-learning. The proposed prioritized Q-learning approach is based on sensitivity analysis. The performance of our method is superior to other approaches. The proposed method can balance tracking accuracy and speed.
adaptive visual tracking prioritized q-learning markov decision process dynamic parameter optimization