Stars
Deep Planning Network: Control from pixels by latent planning with learned dynamics
PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies
RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Simple Cartpole example writed with pytorch.
PyTorch implementation of TPR-RNN (Learning to Reason with Third-Order Tensor Products paper)
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Deep Variational Reinforcement Learning
Implementation of Sequential Attend, Infer, Repeat (SQAIR)
Simple and easily configurable grid world environments for reinforcement learning
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
S.M.Ali Eslam et.al. Attend, Infer, Repeat: Fast Scene Understanding with Generative Models ICML16
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
Tensorflow implementation of Neural Scene Representation and Rendering
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
Reimplementation code for the paper "Generative Temporal Models with Spatial Memory for Partially Observed Environments"
Datasets used to train Generative Query Networks (GQNs) in the ‘Neural Scene Representation and Rendering’ paper.
A toy model of Friston's active inference in Tensorflow
Minecraft environment for Open AI Gym, based on Microsoft's Malmo.
This repository contains the Unity project for the Memory Systems Lab version of the Virtual Morris Water Maze.
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Code for hierarchical imitation learning and reinforcement learning
A Tensorfflow implementation of Attend, Infer, Repeat
Rainbow: Combining Improvements in Deep Reinforcement Learning
A PyTorch implementation of Rainbow DQN agent
SCAN: Learning Abstract Hierarchical Compositional Visual Concepts