PinnedAkhilesh GogikarApplied RL: Customized Deep Reinforcement Learning for Algorithmic TradingHow to design a multi-stock portfolio optimization/trading in OpenAI’s Gym environment and how to write a…Jun 6, 20221Jun 6, 20221
Akhilesh GogikarThe Evolution of Human Intelligence, Anthropological Growth, and the Economics of Existence: A…IntroductionAug 7, 2023Aug 7, 2023
Akhilesh GogikarBeing Human Amidst Ubiquitous AI: An Anthropological OdysseyIn the vast tapestry of human evolution, each epoch has been marked by defining challenges and transformations. Today, as we stand at the…Aug 4, 2023Aug 4, 2023
Akhilesh GogikarApplied RL: Custom Gym environment for multi-stock RL based Algo tradingOpenAI open-sourced the Gym library for environment development in python, we use it to build a Multi-Stock trading environment.Jun 6, 20223Jun 6, 20223
Akhilesh GogikarApplied RL: Custom RL for Algo Trading — Data PreprocessingWe are going to build a custom Gym environment for multi-stock trading with a customized policy in stablebaselines3 using the PPO algorithmJun 6, 2022Jun 6, 2022
Akhilesh GogikarApplied RL: Customization of RL policies using StableBaselines3Customizing RL PPO policy architectures by defining a new set of Dense layers in the StableBaselines3 library format.Jun 6, 2022Jun 6, 2022
Akhilesh GogikarApplied RL: Advanced deep learning customization of neural networks for RL based Algo tradingDefining an advanced custom policy network by defining a new neural network architecture with many bells and whistles.Jun 6, 20224Jun 6, 20224
Akhilesh GogikarAI based Auto-Generation of X-ray reports using AttentionWhen you hear that AI is going to replace Radiologists completely — as Good Ol’ Geoffrey Hinton famously said — You might relive the…Nov 13, 2019Nov 13, 2019