Reinforcement Learning

AI Data Driven

Blake Reichenbach on Marketing, Curiosity, and the Love of Books

In this episode, Andy and I are joined by special guest Blake Reichenbach, a product manager at HubSpot and the owner of Howdy Curiosity, an online nonfiction bookstore and learning community. The conversation dives into the intersection of data, AI, and the love of books, as they discuss the next steps in managing and mitigating […]

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AI GameDev Reinforcement Learning

How to install Unity ML Agents Release 20 in 2023

In this video, Philipp Dominic Siedler will show you how to install ML-Agents Release 20 for Unity 2022.3 or later, step by step, to train your first Machine Learning project using Unity and Reinforcement Learning.

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AI Reinforcement Learning

AI Learns to Walk (deep reinforcement learning)

This video is from AI Warehouse. In this video an AI named Albert learns how to walk to escape 5 rooms I created. The AI was trained using Deep Reinforcement Learning, a method of Machine Learning which involves rewarding the agent for doing something correctly, and punishing it for doing anything incorrectly. Albert’s actions are […]

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AI Reinforcement Learning

An AI Learns to Play Starcraft 2 with Reinforcement Learning

Interesting video tinkering with reinforcement learning via Stable Baselines 3 and Starcraft 2. Code and model: https://github.com/Sentdex/SC2RL

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AI Research

Research talk: Maia Chess: A human-like neural network chess engine

Reid McIlroy-Young, PhD Student, University of Toronto delivers this talk about a uman-like neural network chess Even when machine learning surpasses human ability in a domain, there are many reasons why AI systems that capture human-like behavior would be desirable. For example, humans may want to learn and collaborate, or humans may need to interact […]

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Data Interesting

Sequential Decision Analytics Lecture with Warren Powell

Microsoft Research  recently had Warren Powell speak on Sequential Decision Analytics: A unified framework Warren Powell is Professor Emeritus at Princeton University and Chief Analytics Officer of Optimal Dynamics. He’s also Founder and Director of Castle Labs at Princeton which manages over 70 grants and contracts with government agencies and leading companies working to develop […]

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Reinforcement Learning

A Beginner’s Guide to Reinforcement Learning

Reinforcement learning is one of the most exciting collections of techniques for building self-learning systems. Over the past five years, we’ve seen RL successfully meet such challenges as exceeding human performance on popular video games and board games. Despite the excitement around the success of these RL agents, it has remained extraordinarily difficult for most […]

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Reinforcement Learning

Reinforcement Learning: Machine Learning Meets Control Theory

Steve Brunton explains reinforcement learning. Reinforcement learning is a powerful technique at the intersection of machine learning and control theory, and it is inspired by how biological systems learn to interact with their environment. In this video, we provide a high level overview of reinforcement learning, along with leading algorithms and impressive applications.

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