2 papers
cs.LG2022
Regularized Contrastive Learning of Semantic Search
Mingxi Tan, Alexis Rolland, Andong Tian
Semantic search is an important task which objective is to find the relevant index from a database for query. It requires a retrieval model that can properly learn the semantics of…
cs.LG2022
Regularized Soft Actor-Critic for Behavior Transfer Learning
Mingxi Tan, Andong Tian, Ludovic Denoyer
Existing imitation learning methods mainly focus on making an agent effectively mimic a demonstrated behavior, but do not address the potential contradiction between the behavior s…