Josh Achiam's starred repositories

minGPT

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

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PyBoy

Game Boy emulator written in Python

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

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ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

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catalyst

Accelerated deep learning R&D

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AIDungeon

Infinite adventures await!

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rlpyt

Reinforcement Learning in PyTorch

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Minigrid

Simple and easily configurable grid world environments for reinforcement learning

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pymarl

Python Multi-Agent Reinforcement Learning framework

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nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

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softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

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awesome-equivariant-network

Paper list for equivariant neural network

mushroom-rl

Python library for Reinforcement Learning.

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rl_algorithms

Structural implementation of RL key algorithms

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lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

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bollu.github.io

code + contents of my website, and programming life

mjrl

Reinforcement learning algorithms for MuJoCo tasks

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spinning-up-basic

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

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firedup

Clone of OpenAI's Spinning Up in PyTorch

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rltime

RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features

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chopsticks

Essential Scala libraries for everyday use

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spinning-up-a-Pong-AI-with-deep-RL

Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.

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TD3

Benchmarking TD3 and DDPG on PyBullet

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models

Models built with TensorFlow

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spinningup_in_pytorch

Examples in "Spinning Up in Deep RL" atop PyTorch.

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deeprl-intro

Introducing myself to deep reinforcement learning

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loco-mujoco

A locomotion framework, with mujoco as physics backend

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