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[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

Python 1,085 111 Updated Oct 8, 2024

"Age of Empires II" Learning Environment

Python 64 8 Updated Jul 12, 2021

The universal visitation law of human mobility (Nature)

Jupyter Notebook 61 12 Updated Jun 8, 2022

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

Python 562 128 Updated Nov 26, 2019

Heterogeneous capacitated vehicle routing problem

Python 9 6 Updated Aug 4, 2018

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 133,081 26,564 Updated Oct 9, 2024

Arxiv Sanity with novel paper search

Jupyter Notebook 40 7 Updated Jul 2, 2019

Text summarization using seq2seq in Keras

Python 290 128 Updated Feb 23, 2022

Gallery of OSMnx tutorials, usage examples, and feature demonstations.

Jupyter Notebook 1,542 522 Updated Oct 7, 2024

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Python 30,282 6,388 Updated Oct 3, 2024

Sequence to Sequence Learning with Keras

Python 3,172 845 Updated Aug 20, 2022

OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

Python 4,847 823 Updated Oct 7, 2024

Hyperparameter Experiments with TensorFlow and Keras

Python 1,621 268 Updated Apr 22, 2024

Graph Star Net

Python 108 18 Updated Oct 3, 2023

Graph Neural Network Library for PyTorch

Python 21,107 3,631 Updated Oct 8, 2024

A set of scripts to grab public datasets from resources related to arXiv

Python 403 63 Updated May 20, 2024

Attempting to make the Deep Learning Book easier to understand.

Jupyter Notebook 1,067 313 Updated Sep 1, 2018

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

Python 2,338 785 Updated Apr 9, 2024

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Jupyter Notebook 3,775 1,224 Updated May 2, 2023

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 20,479 6,027 Updated Jul 13, 2023

Implementation of Multi-Agent Deep Deterministic Policy Gradients

Python 36 9 Updated Mar 28, 2018

A toolkit for developing and comparing reinforcement learning algorithms.

Python 34,607 8,599 Updated May 2, 2024

Deep Learning for humans

Python 61,793 19,435 Updated Oct 8, 2024

Deep Reinforcement Learning for Keras.

Python 5,518 1,367 Updated Sep 17, 2023

Minimal and Clean Reinforcement Learning Examples

Python 3,359 727 Updated Mar 24, 2023

Keras Implementation of PPO to solve OpenAI Gym Environments

Python 16 9 Updated May 15, 2018

Reinforcement Learning using Policy Gradient to solve OpenAI Gym games

Python 110 31 Updated Dec 13, 2017
Jupyter Notebook 600 132 Updated Dec 19, 2022