82 citations · 266 across the 17 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 12 cited
Connecting the Dots Between MLE and RL for Sequence Prediction
Bowen Tan, Zhiting Hu, Zichao Yang +2
Sequence prediction models can be learned from example sequences with a variety of training algorithms. Maximum likelihood learning is simple and efficient, yet can suffer from com…
cs.CL2018★ 15 cited
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
Zhiting Hu, Haoran Shi, Bowen Tan +12
We introduce Texar, an open-source toolkit aiming to support the broad set of text generation tasks that transform any inputs into natural language, such as machine translation, su…
cs.CV2018★ 26 cited
Autonomous Driving in Reality with Reinforcement Learning and Image Translation
Nayun Xu, Bowen Tan, Bingyu Kong
Supervised learning is widely used in training autonomous driving vehicle. However, it is trained with large amount of supervised labeled data. Reinforcement learning can be traine…