My blogs and code for machine learning. http://cnblogs.com/pinard
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Updated
Feb 16, 2024 - Jupyter Notebook
My blogs and code for machine learning. http://cnblogs.com/pinard
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
GitHub's code repository is all you need
Reinforcement Learning in Go
OpenAI Gym wrapper for the Quanser Qube and Quanser Aero
Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones
Open AI Gym version of Berkeley AI Pacman with images as states
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems
Reinforcement Learning for Optimal inventory policy
docker image for reinforcement learning including Open AI roboschool
The Computable AI Blog
Easily implement parallel training and distributed training. Machine learning library. Note.neuralnetwork.tf package include Llama2, Llama3, Gemma, CLIP, ViT, ConvNeXt, BEiT, Swin Transformer, Segformer, etc, these models built with Note are compatible with TensorFlow and can be trained with TensorFlow.
Reinforcement learning (RL) Notes and Notebooks.
This repository contains all the papers which I read and annotate. The papers are mostly RL focused, however, expect some deviations.
Developed reinforcement learning agent to play 20 Questions
solving a simple 4*4 Gridworld almost similar to openAI gym frozenlake using Monte-Carlo method Reinforcement Learning
Reinforcement Learning material
Reinforcement Learning Scripts
ReLAx - Reinforcement Learning Applications Library
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