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Akhilesh Gogikar

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Akhilesh Gogikar

Applied RL: Customized Deep Reinforcement Learning for Algorithmic Trading

How to design a multi-stock portfolio optimization/trading in OpenAI’s Gym environment and how to write a…

Jun 6, 2022

Applied RL: Customized Deep Reinforcement Learning for Algorithmic Trading

Jun 6, 2022

Akhilesh Gogikar

The Evolution of Human Intelligence, Anthropological Growth, and the Economics of Existence: A…

Introduction

Aug 7, 2023

Aug 7, 2023

Akhilesh Gogikar

Being Human Amidst Ubiquitous AI: An Anthropological Odyssey

In the vast tapestry of human evolution, each epoch has been marked by defining challenges and transformations. Today, as we stand at the…

Aug 4, 2023

Being Human Amidst Ubiquitous AI: An Anthropological Odyssey

Aug 4, 2023

Akhilesh Gogikar

Applied RL: Custom Gym environment for multi-stock RL based Algo trading

OpenAI open-sourced the Gym library for environment development in python, we use it to build a Multi-Stock trading environment.

Jun 6, 2022

Applied RL: Custom Gym environment for multi-stock RL based Algo trading

Jun 6, 2022

Akhilesh Gogikar

Applied RL: Custom RL for Algo Trading — Data Preprocessing

We are going to build a custom Gym environment for multi-stock trading with a customized policy in stablebaselines3 using the PPO algorithm

Jun 6, 2022

Applied RL: Custom RL for Algo Trading — Data Preprocessing

Jun 6, 2022

Akhilesh Gogikar

Applied RL: Customization of RL policies using StableBaselines3

Customizing RL PPO policy architectures by defining a new set of Dense layers in the StableBaselines3 library format.

Jun 6, 2022

Applied RL: Customization of RL policies using StableBaselines3

Jun 6, 2022

Akhilesh Gogikar

Applied RL: Advanced deep learning customization of neural networks for RL based Algo trading

Defining an advanced custom policy network by defining a new neural network architecture with many bells and whistles.

Jun 6, 2022

Applied RL: Advanced deep learning customization of neural networks for RL based Algo trading

Jun 6, 2022

Akhilesh Gogikar

AI based Auto-Generation of X-ray reports using Attention

When you hear that AI is going to replace Radiologists completely — as Good Ol’ Geoffrey Hinton famously said — You might relive the…

Nov 13, 2019

AI based Auto-Generation of X-ray reports using Attention

Nov 13, 2019

Akhilesh Gogikar

Akhilesh Gogikar

A Geek — I like many nerdy tropes — strategy games, anime, development. I can hold intriguing conversations — just not riveting enough to pay the bills! :P

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