Shivam MohaninDataDrivenInvestorThe Future of Humans with AIThroughout human history, there have been numerous pivotal advances. However, Artificial General Intelligence (AGI), might be one of the…Oct 8, 2023Oct 8, 2023
Shivam MohanExploring the Depths of Reinforcement Learning: On-Policy vs. Off-Policy ApproachesReinforcement learning (RL) stands as one of the most captivating subfields in the realm of artificial intelligence, enabling machines to…Aug 24, 20232Aug 24, 20232
Shivam MohaninNerd For TechRearchitect Your Code Using Test-Driven DevelopmentTest-Driven Development makes it possible to construct more robust code by revealing previously hidden bugs.Apr 15, 2023Apr 15, 2023
Shivam MohaninDataDrivenInvestorExploring the Benefits and Challenges of Serverless Computing: The Future of Cloud InfrastructureServerless computing has emerged as an exciting new paradigm in the world of cloud computing that is transforming the way we build and run…Apr 7, 2023Apr 7, 2023
Shivam MohaninNerd For TechA brief overview of Eligibility Traces in Reinforcement LearningReinforcement learning (RL) is a powerful technique used to teach agents to make decisions in complex and dynamic environments. The goal of…Apr 4, 20232Apr 4, 20232
Shivam MohaninDataDrivenInvestorWho is accountable for AI?Artificial Intelligence (AI) has evolved rapidly in the last few years and now plays a significant role in our day-to-day lives…Mar 30, 2023Mar 30, 2023
Shivam MohanA brief overview of the Multi-Armed Bandit in Reinforcement LearningIntroductionMar 23, 2023Mar 23, 2023
Shivam Mohann-step Bootstrapping in Reinforcement LearningAn approach to reinforcement learning that unifies the Monte Carlo methods and the one-step TD method, to give us the best of both worlds.Jan 29, 2023Jan 29, 2023
Shivam MohaninNerd For TechTemporal Difference Learning in Reinforcement LearningIn this article, we will do an in-depth walkthrough of TD learning and see why it has proved to be one of the most fundamental idea in RL.Jan 3, 20231Jan 3, 20231
Shivam MohaninNerd For TechMonte Carlo Methods for Reinforcement LearningIn this article, we will discuss the Monte Carlo methods for Reinforcement Learning, which is one of the foundational concepts of RL.Dec 21, 20221Dec 21, 20221