rubensolozabal

Ruben Solozabal's starred repositories

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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reinforcement-learning

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

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transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

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minigo

An open-source implementation of the AlphaGoZero algorithm

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higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Language:Jupyter NotebookApache-2.03266 79 1

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

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muzero-general

MuZero

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powerful-gnns

How Powerful are Graph Neural Networks?

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attention-learn-to-route

Attention based model for learning to solve different routing problems

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BCQ

Author's PyTorch implementation of BCQ for continuous and discrete actions

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DNABERT

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

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optnet

OptNet: Differentiable Optimization as a Layer in Neural Networks

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undreamt

Unsupervised Neural Machine Translation

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robo-gym

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

Language:PythonMIT386 21 53

RoseTTAFold2NA

RoseTTAFold2 protein/nucleic acid complex prediction

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deep-rl

Collection of Deep Reinforcement Learning algorithms

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RLcycle

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

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cpo

Constrained Policy Optimization

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L2D

Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"

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ibm3202

Google Colab Tutorials for IBM3202

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puzzle_cube

Solving the Rubik's cube with deep reinforcement learning and Monte Carlo tree search

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JSPLIB

Benchmark instances for job-shop scheduling problem

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minimal-marl

Minimal implementation of multi-agent reinforcement learning algorithms

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Actor_CriticPointer_Network-TSP

Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Optimization with Reinforcement Learning, Bello et al, 2016)

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ITU-Challenge-ML5G-PHY-RL

Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"

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betazero

Tabula Rasa Tic-Tac-Toe

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AI4Bio-Reading-List

Must-read papers on AI for Biology

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ADP_LP

LP approach for Approximate Dynamic Programming.

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