yudixie Goto Github PK

ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

behavioral_analysis

python code to analysis mice behavior from tracking data

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

cornet

[NeurIPS2019] CORnet: Modeling the Neural Mechanisms of Core Object Recognition

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

docker4deeplabcut

Dockercontainer to run DeepLabCut http://www.mousemotorlab.org/deeplabcut/

embodiedqa

Train embodied agents that can answer questions in environments

facemask

Information about buying and using face masks

flexibleworkingmemory

Code for the paper "A Flexible Model of Working Memory" Bouchacourt and Buschman, 2019

generalization_grid_games

Games on a 2D grid that require substantial generalization

generative-temporal-models-with-spatial-memory

getting-started

Getting Started Material

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

maze_navigation

metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

neural-brain-models

Code for the course: Advanced neural architectures to model the brain

neurogym

A curated collection of neuroscience tasks with a common interface.

novelty_analysis

Matlab and Python code for novelty exploration behavior analysis

policies_logic_programs

Few-shot Bayesian Imitation Learning with Policies as Logic over Programs

psketch

Modular multitask reinforcement learning with policy sketches

pycog

Train excitatory-inhibitory recurrent neural networks for cognitive tasks.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rlkit

Collection of reinforcement learning algorithms

short-term-plasticity-rnn

Short-term plasticity RNN models in Tensorflow

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

stable-baselines3

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

superposition

taxis_analysis

MATLAB code for taxis behaviors analysis.

tdw

ThreeDWorld simulation environment