ctallec / world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
☆594Updated 2 years ago
Alternatives and similar repositories for world-models:
Users that are interested in world-models are comparing it to the libraries listed below
- World Models Experiments☆634Updated 2 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆370Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆524Updated 3 years ago
- A PyTorch Platform for Distributed RL☆746Updated 3 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆441Updated last year
- ☆389Updated 5 years ago
- This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch☆443Updated 5 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,262Updated last year
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆482Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆578Updated 4 years ago
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆561Updated 2 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆668Updated 9 months ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,150Updated 4 years ago
- DrQ: Data regularized Q☆413Updated 2 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆361Updated 4 years ago
- PyTorch implementation of Trust Region Policy Optimization☆435Updated 6 years ago
- ICML 2018 Self-Imitation Learning☆275Updated 4 years ago
- A Python interface for reinforcement learning environments☆355Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆524Updated 3 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆614Updated 9 months ago
- Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.☆841Updated 3 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,153Updated 2 years ago
- Soft Actor-Critic☆1,038Updated last year
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆607Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆729Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination☆627Updated 4 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆482Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆542Updated last year
- Building Agents with Imagination: pytorch step-by-step implementation☆207Updated 5 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆465Updated 10 months ago