Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

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Openaigym

Solving OpenAI Gym problems.

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Rlai Exercises

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

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Papers Literature Ml Dl Rl Ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

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Torchcraft

Connecting Torch to StarCraft

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Researchpapernotes

Initiative to read research papers

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Seqgan tensorflow

SeqGAN tensorflow implementation

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Ngsim env

Learning human driver models from NGSIM data with imitation learning.

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Gym Electric Motor

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

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Starcraft Ai

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

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Awesome Deep Reinforcement Learning

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

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Rlenvs

Reinforcement learning environments for Torch7

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Cs234 Reinforcement Learning Winter 2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

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Pytorch sac ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

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Rl Movie Recommender

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

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Deep learning study

A curated list of Deep Learning

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Ppo

Proximal Policy Optimization implementation with TensorFlow

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60 days rl challenge

60_Days_RL_Challenge中文版

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Magent

A Platform for Many-agent Reinforcement Learning

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Cs234

My Solution to Assignments of CS234

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Deep Learning Drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Applied Ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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Grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

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Safeopt

Safe Bayesian Optimization

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Tnt

Simple tools for logging and visualizing, loading and training

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Categorical Dqn

A working implementation of the Categorical DQN (Distributional RL).

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Torchrl

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

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Mapleai

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

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Hand dapg

Repository to accompany RSS 2018 paper on dexterous hand manipulation

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Magnet

MAGNet: Multi-agents control using Graph Neural Networks

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Stable Baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.