Popular GitHub Repositories for Iteration

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

POMDPs in Python.

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

Implementation of Danijar's latest iteration for his Dreamer line of work

Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)

Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Reinforcement-Learning-for-Decision-Making-in-self-driving-cars

Reinforcement Learning Short Course

Gemini AI, Google's latest and greatest, surpasses its predecessor, even outshining GPT-4. It's the newest iteration in Google's lineup of AI models, excelling in various tasks. With Nano, Pro, and the upcoming Ultra versions, it's designed for diverse user needs.

Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.

CSE 571 Artificial Intelligence

Solving a Rubik's Cube and 15 Puzzle using the Deep Reinforcement Learning and Search

Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method

GPU-accelerated MDP solvers in Python with JAX

Basic Reinforcement Learning algorithms