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Allen's Projects

rl-1 icon rl-1

Generic reinforcement learning codebase in TensorFlow

rl-2 icon rl-2

The Robotics Library (RL) is a self-contained C++ library for rigid body kinematics and dynamics, motion planning, and control.

rl-3 icon rl-3

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

rl-adventure icon rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

rl-agents icon rl-agents

A collection of Reinforcement Learning agents

rl-taxonomy icon rl-taxonomy

Loose taxonomy of reinforcement learning algorithms

rl4nmt icon rl4nmt

Reinforcement Learning for Neural Machine Translation

rl4rs icon rl4rs

A Real-World Benchmark for Reinforcement Learning based Recommender System

rlbot icon rlbot

A neural network which tries to play rocket league.

rlkit icon rlkit

Collection of reinforcement learning algorithms

rllib icon rllib

C++ Template Library to Predict, Control, Learn Behaviors, and Represent Learnable Knowledge using On/Off Policy Reinforcement Learning

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

rlquant icon rlquant

Applying Reinforcement Learning in Quantitative Trading

rls icon rls

Reinforcement Learning Algorithms:SAC, TD3, TAC

rmarkdown-book icon rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)

rnn-nlu icon rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

robosuite icon robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

robotics-coursework icon robotics-coursework

A curated collection of places where you can learn robotics, algorithms, and other useful tools for aspiring robotics software engineers.

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