ctallec / world-modelsLinks
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
☆637Updated 3 years ago
Alternatives and similar repositories for world-models
Users that are interested in world-models are comparing it to the libraries listed below
Sorting:
- World Models Experiments☆662Updated 3 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆371Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆553Updated 4 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆593Updated 4 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆702Updated last year
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆502Updated 2 years ago
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆575Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆663Updated 5 years ago
- Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"☆328Updated 3 years ago
- Code for "Unsupervised State Representation Learning in Atari"☆252Updated last year
- A PyTorch Platform for Distributed RL☆750Updated 4 years ago
- DrQ: Data regularized Q☆416Updated 2 years ago
- ☆394Updated 6 years ago
- This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch☆448Updated 6 years ago
- RAD: Reinforcement Learning with Augmented Data☆414Updated 4 years ago
- ☆313Updated 9 months ago
- A Python interface for reinforcement learning environments☆377Updated 2 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆460Updated 2 years ago
- A customizable framework to create maze and gridworld environments☆268Updated 6 years ago
- Simple and easily configurable 3D FPS-game-like environments for reinforcement learning☆740Updated 3 weeks ago
- Building Agents with Imagination: pytorch step-by-step implementation☆210Updated 6 years ago
- Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability☆205Updated 5 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆555Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆311Updated last year
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆360Updated 5 years ago
- ICML 2018 Self-Imitation Learning☆277Updated 5 years ago
- Multitask Environments for RL☆280Updated 4 years ago
- A3C LSTM Atari with Pytorch plus A3G design☆571Updated 2 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆477Updated last year
- Reinforcement Learning with Deep Energy-Based Policies☆429Updated last year