KaigeRay RLlib on AWS Graviton EC2This article shows how to run Ray RLlib on AWS graviton EC2. It contains the following steps11h ago11h ago
KaigeLeverage AWS Sagemaker for Reinforcement Learning Academic ResearchThis article shows to how to setup distributed computing machines for running large-scale experiments in reinforcement learning academic…4d ago4d ago
KaigeRay RLlib: PPO+Action-Mask+Customized ModelsThis article shows how to integrate action mask and customized models to PPO in Ray RLlib. It contains the following steps:Jun 28Jun 28
KaigeRay RLlib: Action-Mask+DQNThis article, how to add discrete action mask into Ray RLlib DQN algorithm. We use Pytorch framework. It contains the following stepsJun 26Jun 26
KaigeNot Another Entry-Level Tutorial of Reinforcement LearningThis is a series of posts on ‘advanced bits’ of practical reinforcement learning. Topics will be covered:May 23May 23
KaigePyTorch Version of Life-Time Value PredictionA DEEP PROBABILISTIC MODEL FOR CUSTOMER LIFETIME VALUE PREDICTIONApr 27Apr 27
KaigePaper Reading: Imitation Learning with Concurrent Actions in 3D GamesThis paper is from SEED Team Electronic Arts. In this article, we put quotations from this paper to be a summaryApr 18Apr 18
KaigePaper Reading: Proto-Value-NetworksProto-Value Networks: Scaling Representation Learning with Auxiliary TasksApr 13Apr 13