Reinforcement Learning Articles & Tutorials by Weights & Biases

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Training Reproducible Robots with W&B

Armand du Parc Locmaria

Nov 17

Intermediate, Reinforcement Learning, W&B Meta, Artifacts, Plots

Gym-μRTS: Toward Affordable Deep Reinforcement Learning Research in Real-Time Strategy Games

Costa Huang, Chris Bamford

Jun 14

Advanced, Reinforcement Learning, Gaming, OpenAI, Experiment, Research, Github, Panels, Plots, Slider

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Introducing Serverless RL

Oct 08

Articles, Reinforcement Learning

What is RLHF? Reinforcement learning from human feedback for AI alignment

Jul 28

Articles, Reinforcement Learning, GenAI, LLM, Evaluations, Tutorial

Getting started with the Agent Reinforcement Trainer (ART)

Jul 23

Articles, Reinforcement Learning, GenAI, Weave, Agents

Types of reinforcement learning algorithms

Jul 01

Articles, Reinforcement Learning, Agents, GenAI

Reinforcement learning for reasoning: Enhancing AI capabilities

Jun 25

Articles, Reinforcement Learning, Agents, Weave, GenAI

Exploring multi-agent reinforcement learning (MARL)

May 22

Articles, Reinforcement Learning, Agents, Evaluations, Panels

Getting started with reinforcement learning (with a Python tutorial)

May 02

Reinforcement Learning, Tutorial, Panels, Articles

Supervised learning vs deep learning vs reinforcement learning

Apr 11

Articles, Reinforcement Learning, LLM, Beginner

Getting Started with Deep Q-Learning

Mar 18

Articles, Reinforcement Learning

Q-Learning: Implementation

Jan 19

Articles, Reinforcement Learning, Intermediate, Tutorial

What is Q-Learning?

Dec 01

Articles, Reinforcement Learning, Beginner

Fundamentals of Reinforcement Learning with Example Code

Mukilan Krishnakumar

Nov 04

Articles, Reinforcement Learning, Domain Agnostic, Beginner

Devsisters Levels Up Game Development with W&B

Weights & Biases Case Studies

Jun 29

Case Study, Gaming, Reinforcement Learning

Replit Hackathon Winner: Implementing Q-Learning from Scratch

Mar 08

Articles, Reinforcement Learning, Community Posts, Gaming, Experiment

A Gentle Introduction to OpenAI Gym

Mukilan Krishnakumar

Feb 22

Articles, Beginner, Reinforcement Learning

Unboxing ChatGPT: A Deep-Dive on How This AI-Driven Chatbot Was Trained

Feb 20

Large Models, Articles, Intermediate, Reinforcement Learning, GPT, OpenAI, LLM, NLP

An Introduction to Training LLMs Using Reinforcement Learning From Human Feedback (RLHF)

Jan 30

Articles, Reinforcement Learning, Beginner, NLP, Large Models, LLM

Implementing RLHF: Learning to Summarize with trlX

Duy V. Phung, Ayush Thakur, Louis Castricato, Jonathan Tow, Alex Havrilla

Jan 12

Articles, HuggingFace, Reinforcement Learning, NLP, Plots, Panels, Tutorial

Understanding Reinforcement Learning from Human Feedback (RLHF): Part 1

Dec 13

Articles, Intermediate, Reinforcement Learning

RLHF: Hyperparameter Optimization for trlX

Nov 30

Articles, Advanced, Sweeps, Plots, Reinforcement Learning

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