KaigeUse dozens GPUs and hundreds CPUs to train RL on AWS SagemakerThis article shows how to train RL with dozens and hundreds CPUs on AWS SageMaker.1d ago1d ago
KaigeHow to write custom callback in Ray RLlib?Suppose we try to train RL NPC for a game which contains many level. The game starts from a random level eat each new episode (reset). This…2d ago2d ago
KaigeRay RLlib on AWS Graviton EC2This article shows how to run Ray RLlib on AWS graviton EC2. It contains the following stepsJul 10Jul 10
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