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ars

An implementation of the Augmented Random Search algorithm

ase-personal-project

MSRA ASE personal projects

autodock-gpu

AutoDock for GPUs and other accelerators

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bcq

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

bgail

Bayesian Approach to Generative Adversarial Imitation Learning

curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

dac-iclr-reproducibility

ICLR Reproducibility Challenge for Disciminator-Actor-Critic

ddpg

Distributed Tensorflow Implementation of Continuous control with deep reinforcement learning (DDPG)

dqfd

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

evolution-strategies

Distributed Tensorflow Implementation of Evolution Strategies as a Scalable Alternative to Reinforcement Learning (ES)

examples

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

fiberleif.github.io

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

iclr2021-openreviewdata

Crawl & visualize ICLR papers and reviews.

imitation

Code for the paper "Generative Adversarial Imitation Learning"

kv-plm

Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Professionals"

lightdwe

Attempts to optimize DWE

maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

molgym

Reinforcement Learning for Molecular Design Guided by Quantum Mechanics

multiverso

Parameter server framework for distributed machine learning

pofd

Reimplementation of Policy Optimization with Demonstrations (POfD) from ICML 2018.

pytorch-rl

Pytorch implementation of popular deep reinforcement learning algorithms towards SOA performance.

reinvent

retro_star

Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

sac

Soft Actor-Critic

sparse-gym-mujoco

sparse-gym-mujoco: an implementation of sparse mujoco environment in the OpenAI Gym.

stereo-rcnn

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

sync

Sparse Feature Extraction for Noisy Financial Data