Austin NguyeninTowards Data ScienceBayesian Reinforcement Learning: Imitation with a Safety NetEmpowering reinforcement learning with fear8 min read·Jan 13, 2021----
Austin NguyeninTowards Data ScienceCounterfactual Policy Gradients ExplainedTackling credit assignment in multi-agent reinforcement learning7 min read·Aug 18, 2020--1--1
Austin NguyeninTowards Data ScienceHow I Used Machine Learning to Automatically Hand-Draw Any PictureSupervised and unsupervised learning made easy!8 min read·Jun 1, 2020--4--4
Austin NguyeninTowards Data ScienceOpenAI’s MADDPG AlgorithmAn actor-critic approach to multi-agent RL problems8 min read·May 26, 2020----
Austin NguyeninTowards Data ScienceDeepMind’s UNREAL Algorithm ExplainedDeep reinforcement learning at its finest8 min read·May 18, 2020--2--2
Austin NguyeninTowards Data Science4 Ways to Boost Experience ReplayMaking agents remember the important things9 min read·May 9, 2020--1--1
Austin NguyeninTowards Data ScienceUnpacking Stigmergic Independent Reinforcement Learning and Why It MattersBecause 1+1=310 min read·May 5, 2020--1--1
Austin NguyeninTowards Data ScienceHierarchical Reinforcement Learning: FeUdal NetworksLetting computers see the bigger picture7 min read·Apr 29, 2020--3--3
Austin NguyeninTowards Data ScienceIntroduction to Nash Equilibria: Friend or Foe Q-LearningMaking robots tip the scales7 min read·Apr 21, 2020----
Austin NguyeninThe StartupMulti-Agent Reinforcement Learning: The GistAs if one robot learning everything wasn’t enough already7 min read·Apr 14, 2020----