Reinforcement Learning

11 posts
Reinforcement Learning
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Deep Reinforcement Learning for Trading: Strategy Development & AutoML

Peter Foy
Peter Foy
Deep reinforcement learning has shown promise in many other fields, and it's likely that it will have a significant impact on the financial industry in the coming years.…
Reinforcement Learning
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Implementing Deep Reinforcement Learning with PyTorch: Deep Q-Learning

Peter Foy
Peter Foy
In this article we will look at several implementations of deep reinforcement learning with PyTorch.…
Reinforcement Learning
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AI for Ecommerce: Maximizing Revenues with Thompson Sampling

Peter Foy
Peter Foy
In this guide we look at how we can maximize revenue for an eCommerce business using a reinforcement learning algorithm called Thompson sampling.…
Reinforcement Learning
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AI for Ecommerce: Optimizing Business Processes with Reinforcement Learning

Peter Foy
Peter Foy
In this article we look at how reinforcement learning can be used to optimize the business processes of an eCommerce warehouse.…
Reinforcement Learning
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Deep Reinforcement Learning for Trading with TensorFlow 2.0

Peter Foy
Peter Foy
In this article we look at how to build a reinforcement learning trading agent with deep Q-learning using TensorFlow 2.0.…
Reinforcement Learning
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Deep Reinforcement Learning: Guide to Deep Q-Learning

Peter Foy
Peter Foy
In this article we cover an important topic in reinforcement learning: Q-learning and deep Q-learning.…
Reinforcement Learning
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Deep Reinforcement Learning: Twin Delayed DDPG Algorithm

Peter Foy
Peter Foy
In this article we review a deep reinforcement learning algorithm called the Twin Delayed DDPG model, which can be applied to continuous action spaces.…
Reinforcement Learning
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Guide to Deep Reinforcement Learning: Key Concepts & Use Cases

Peter Foy
Peter Foy
This guide is discuss the application of neural networks to reinforcement learning. Deep reinforcement learning is at the cutting edge of AI.…
Reinforcement Learning
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An Overview of Deep Reinforcement Learning for Trading

Peter Foy
Peter Foy
In this article we provide an overview of deep reinforcement learning for trading. Reinforcement learning is the computational science of decision making.…
Reinforcement Learning
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AI in Advertising: Real-Time Bidding & Reinforcement Learning

Peter Foy
Peter Foy
Due to the recent advances in machine learning and data science, we're entering a new wave of advertising.…