Thien Hoang

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

2017 · arXiv (Cornell University)

We study the problem of learning to reason in large scale knowledge graphs (KGs). More specifically, we describe a novel reinforcement learning framework for learning multi-hop relational paths: we use a policy-based agent with continuous …