goingmyway Goto Github PK

academic-kickstart

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bcq

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

betapolicy

Beta Policy

collaq

A code implementation for our arXiv paper "Multi-agent Adhoc Team Play using Decompositional Q function"

constrained_batch_policy_learning

dcg

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-rl

Collection of Deep Reinforcement Learning algorithms

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

dopamine_reward_decomposition

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

examples

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

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

goingmyway

goingmyway.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

gridworlddomain

gym-bubbleshooter

This repository contains the game bubble shooter as a gym environment. Based on: https://github.com/justinmeister/bubbleshooter

homework

Assignments for CS294-112.

imitationlearning

😺 Imitation Learning based on A3C algorithm 🛠

interview

Interview questions

ipynb_playground

Various ipython notebooks

keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

keras-rl

Deep Reinforcement Learning for Keras.

large-scale-curiosity