Adrian Yijie Xu, PhDinGradientCrescentProtein Function Prediction Using Gene Ontology Embeddings & Deep Learning.Embedding ontology axioms to tackle the CAFA Challenge with DeepGoZero.22 min read·Jun 7, 2024----
Adrian Yijie Xu, PhDinTowards Data ScienceBuilding the Ultimate AI Agent for Doom using Dueling Double Deep Q-LearningA Reinforcement Learning Implementation in Pytorch.13 min read·Sep 27, 2020----
Adrian Yijie Xu, PhDinTowards Data ScienceBuilding Offensive AI Agents for Doom using Dueling Deep Q-learning.An Implementation in Pytorch.13 min read·Sep 12, 2020----
Adrian Yijie Xu, PhDinTowards Data ScienceDiscovering Unconventional Strategies for Doom using Double Deep Q-learningA Reinforcement Learning Implementation in Pytorch14 min read·Sep 2, 2020----
Adrian Yijie Xu, PhDinTowards Data SciencePlaying Doom with AI: Multi-objective optimization with Deep Q-learningA Reinforcement Learning Implementation in Pytorch.13 min read·Jul 27, 2020--1--1
Adrian Yijie Xu, PhDinTowards Data ScienceCreating Fake News with OpenAI’s Language ModelsRace and Politics in the era of GPT10 min read·Jun 22, 2020----
Adrian Yijie Xu, PhDinTowards Data ScienceLanguage Models and Fake News: the Democratization of PropagandaDeepfaking languages with OpenAI’s GPT models11 min read·Jun 7, 2020--1--1
Adrian Yijie Xu, PhDinTowards Data ScienceAutomating Doom with Deep Q-Learning: An Implementation in Tensorflow.Fundamentals of Reinforcement Learning13 min read·Jun 2, 2020----
Adrian Yijie Xu, PhDinTowards Data ScienceDetecting COVID-19 induced Pneumonia from Chest X-rays with Transfer Learning: An implementation…Deep Learning on the fight against the novel Coronavirus.8 min read·Mar 21, 2020--8--8
Adrian Yijie Xu, PhDinTowards Data ScienceHow to Win a Hackathon — Real-time Mobile Wildfire Detection in Tensorflow Lite.Deep learning for good.8 min read·Jan 20, 2020----
