2 papers
cs.CV2020
Progressive Multi-Stage Learning for Discriminative Tracking
Weichao Li, Xi Li, Omar Elfarouk Bourahla +5
Visual tracking is typically solved as a discriminative learning problem that usually requires high-quality samples for online model adaptation. It is a critical and challenging pr…
cs.LG2018
State Distribution-aware Sampling for Deep Q-learning
Weichao Li, Fuxian Huang, Xi Li +2
A critical and challenging problem in reinforcement learning is how to learn the state-action value function from the experience replay buffer and simultaneously keep sample effici…