Reinforcement Learning Driven Heuristic Optimization

no code implementations • 16 Jun 2019 • Qingpeng Cai, Will Hang, Azalia Mirhoseini, George Tucker, Jingtao Wang, Wei Wei

In this paper, we introduce a novel framework to generate better initial solutions for heuristic algorithms using reinforcement learning (RL), named RLHO.

Combinatorial Optimization reinforcement-learning

Enhancing Instructor-Student and Student-Student Interactions with Mobile Interfaces and Summarization

no code implementations • NAACL 2015 • Wencan Luo, Xiangmin Fan, Muhsin Menekse, Jingtao Wang, Diane Litman

An Interactive Analytic Tool for Peer-Review Exploration

no code implementations • WS 2012 • Wenting Xiong, Diane Litman, Jingtao Wang, Christian Schunn