Search Results for author: Jialun Zhong

Found 2 papers, 1 papers with code

TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting

1 code implementation EMNLP 2021 Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He

Compared with the completion task, the forecasting task is more difficult that faces two main challenges: (1) how to effectively model the time information to handle future timestamps?

Link Prediction reinforcement-learning +1

Reinforced Hybrid Genetic Algorithm for the Traveling Salesman Problem

no code implementations9 Jul 2021 Jiongzhi Zheng, Jialun Zhong, Menglei Chen, Kun He

In the hybrid algorithm, LKH can help EAX-GA improve the population by its effective local search, and EAX-GA can help LKH escape from local optima by providing high-quality and diverse initial solutions.

Q-Learning reinforcement-learning +2

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