Sam AustinDeep Q-Networks (DQN): Combining Deep Learning with Reinforcement LearningHave you ever wondered how machines learn to play complex games or make decisions in dynamic environments? Enter the world of Deep…4d ago
Javier Martínez OjedainTowards Data ScienceApplied Reinforcement Learning IV: Implementation of DQNImplementation of the DQN algorithm, and application to OpenAI Gym’s CartPole-v1 environmentJan 10, 20233
Ryan PégoudinTowards Data ScienceRainbow: The Colorful Evolution of Deep Q-Networks 🌈Everything you need to assemble the DQN Megazord in JAX.Jul 12Jul 12
Guangrui XieinTowards Data ScienceReinforcement Learning for Inventory Optimization Series I: An RL Model for Single RetailersBuild a Deep Q Network (DQN) model to optimize the inventory operations for a single retailerDec 7, 20224Dec 7, 20224
Sam AustinDeep Q-Networks (DQN): Combining Deep Learning with Reinforcement LearningHave you ever wondered how machines learn to play complex games or make decisions in dynamic environments? Enter the world of Deep…4d ago
Javier Martínez OjedainTowards Data ScienceApplied Reinforcement Learning IV: Implementation of DQNImplementation of the DQN algorithm, and application to OpenAI Gym’s CartPole-v1 environmentJan 10, 20233
Ryan PégoudinTowards Data ScienceRainbow: The Colorful Evolution of Deep Q-Networks 🌈Everything you need to assemble the DQN Megazord in JAX.Jul 12
Guangrui XieinTowards Data ScienceReinforcement Learning for Inventory Optimization Series I: An RL Model for Single RetailersBuild a Deep Q Network (DQN) model to optimize the inventory operations for a single retailerDec 7, 20224
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 26
Sthanikam SanthoshReinforcement Learning(Part-5): Soft Actor-Critic(SAC) network using Tensorflow2In this article, we will be discussing what is Soft Actor-Critic(SAC) network is and how to implement a Soft actor-critic network using…Jun 11, 20221
Mirko PetersRevolutionizing Edge Computing: Dynamic Resource Allocation with Machine Learning AlgorithmsJun 8