Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games

1 code implementation • ACL 2022 • Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan, Reza Haf

Text-based games (TGs) are exciting testbeds for developing deep reinforcement learning techniques due to their partially observed environments and large action spaces.

Efficient Exploration Inductive Bias +2

Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation

1 code implementation • 16 May 2024 • Manh Luong, Khai Nguyen, Nhat Ho, Reza Haf, Dinh Phung, Lizhen Qu

The Learning-to-match (LTM) framework proves to be an effective inverse optimal transport approach for learning the underlying ground metric between two sources of data, facilitating subsequent matching.