Reinforcement Learning

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

Is Reinforcement Learning Still a Viable Path to AGI?

This video is from Machine Learning with Phil. While I have come out in support of John Carmack as a dark horse candidate to implement the world’s first AGI, we can’t discount one of the OGs of reinforcement learning: Richard Sutton. In a recent paper he outlined the path to AGI, and in the paper […]

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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

Multi-Armed Bandits: A Cartoon Introduction – DCBA #1

Academic Gamer provides this introduction to Multi-Armed Bandits, an exciting field of AI research that aims to address the exploration/exploitation dilemma. We discuss the problem formulation, popular strategies for addressing it (epsilon-first, epsilon-greedy, and UCB1), and several of the variations on the MAB problem currently pursued in research.

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AI Reinforcement Learning

Multi-Armed Bandit : Data Science Concepts

This video from ritvikmath explores the Multi-Armed Bandit problem and Making decisions with limited information!

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Livestream Red Hat Reinforcement Learning

Open Source Textbooks plus the Multi-Armed Bandit Reinforcement learning problem

Here’s a livestream remix of my AWS re:Invent talk, plus Andy shows up! No tags,

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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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