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dan's Projects

aave-flashloan-mix icon aave-flashloan-mix

A Brownie mix containing all you need to get started with developing flash loans

arckit icon arckit

Location and activity recording framework for iOS

asynchronous_impala_ppo icon asynchronous_impala_ppo

Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq icon fairseq

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

finrl icon finrl

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

hindsight-experience-replay icon hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

minimalrl icon minimalrl

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

never-give-up icon never-give-up

PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies

phasic-policy-gradient icon phasic-policy-gradient

An implementation of Phasic Policy Gradient, a proposed improvement of Proximal Policy Gradients, in Pytorch

pytorch-r2d2 icon pytorch-r2d2

PyTorch implementation of R2D2 (Recurrent Reply Distributed DQN)

pytorch-r2d2-dpg icon pytorch-r2d2-dpg

PyTorch implementation of R2D2 (Recurrent Replay Distributed DPG (not DQN))

reinforcement-learning icon 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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