Austin NguyeninTowards Data ScienceBayesian Reinforcement Learning: Imitation with a Safety NetEmpowering reinforcement learning with fearJan 13, 2021Jan 13, 2021
Austin NguyeninTowards Data ScienceCounterfactual Policy Gradients ExplainedTackling credit assignment in multi-agent reinforcement learningAug 18, 20201Aug 18, 20201
Austin NguyeninTowards Data ScienceHow I Used Machine Learning to Automatically Hand-Draw Any PictureSupervised and unsupervised learning made easy!Jun 1, 20204Jun 1, 20204
Austin NguyeninTowards Data ScienceOpenAI’s MADDPG AlgorithmAn actor-critic approach to multi-agent RL problemsMay 26, 2020May 26, 2020
Austin NguyeninTowards Data ScienceDeepMind’s UNREAL Algorithm ExplainedDeep reinforcement learning at its finestMay 18, 20202May 18, 20202
Austin NguyeninTowards Data Science4 Ways to Boost Experience ReplayMaking agents remember the important thingsMay 9, 20201May 9, 20201
Austin NguyeninTowards Data ScienceUnpacking Stigmergic Independent Reinforcement Learning and Why It MattersBecause 1+1=3May 5, 20201May 5, 20201
Austin NguyeninTowards Data ScienceHierarchical Reinforcement Learning: FeUdal NetworksLetting computers see the bigger pictureApr 29, 20203Apr 29, 20203
Austin NguyeninTowards Data ScienceIntroduction to Nash Equilibria: Friend or Foe Q-LearningMaking robots tip the scalesApr 21, 2020Apr 21, 2020
Austin NguyeninThe StartupMulti-Agent Reinforcement Learning: The GistAs if one robot learning everything wasn’t enough alreadyApr 14, 2020Apr 14, 2020