ctallec / world-modelsLinks
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
☆640Updated 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☆666Updated 3 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆372Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆562Updated 4 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆503Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆595Updated 5 years ago
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆577Updated 2 years ago
- DrQ: Data regularized Q☆417Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆681Updated 5 years ago
- Code for "Unsupervised State Representation Learning in Atari"☆255Updated 2 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆702Updated last year
- ☆397Updated 6 years ago
- RAD: Reinforcement Learning with Augmented Data☆415Updated 4 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆465Updated 2 years ago
- A PyTorch Platform for Distributed RL☆749Updated 4 years ago
- This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch☆452Updated 6 years ago
- Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"☆330Updated 3 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆209Updated 6 years ago
- A Python interface for reinforcement learning environments☆385Updated 2 years ago
- Basic versions of agents from Spinning Up in Deep RL written in PyTorch☆208Updated 4 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆512Updated 2 years ago
- PyTorch implementation of Trust Region Policy Optimization☆450Updated 7 years ago
- Reinforcement Learning with Deep Energy-Based Policies☆431Updated last year
- ☆273Updated 7 years ago
- Multitask Environments for RL☆280Updated 4 years ago
- ☆316Updated 10 months ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆244Updated 3 years ago
- A customizable framework to create maze and gridworld environments☆268Updated 6 years ago
- Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability☆206Updated 5 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆556Updated 2 years ago
- Structural implementation of RL key algorithms☆516Updated 2 years ago