Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.
☆323Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for dreamer-pytorch
Users that are interested in dreamer-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆169Jan 19, 2025Updated last year
- A pytorch implementation of Dreamer☆24Mar 13, 2023Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆606Sep 10, 2021Updated 4 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆377Oct 15, 2021Updated 4 years ago
- Unofficial Re-implementation of "Dream to Control: Learning Behaviors by Latent Imagination" (https://arxiv.org/abs/1912.01603 ) with PyT…☆32Aug 22, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Dream to Control: Learning Behaviors by Latent Imagination☆730Jul 14, 2020Updated 5 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆140Feb 7, 2022Updated 4 years ago
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆256May 3, 2020Updated 6 years ago
- Mastering Atari with Discrete World Models☆1,047Jan 21, 2023Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆180Jun 23, 2023Updated 2 years ago
- Implementation of Dreamer v3 in pytorch.☆863Mar 8, 2026Updated 3 months ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆241Feb 10, 2023Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Library for Model Based RL☆1,064Jul 12, 2024Updated last year
- Deep Hierarchical Planning from Pixels☆120Dec 21, 2022Updated 3 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆238Apr 26, 2023Updated 3 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆553Nov 22, 2022Updated 3 years ago
- Code for "Temporal Difference Learning for Model Predictive Control"☆515Nov 25, 2023Updated 2 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆89Jan 24, 2024Updated 2 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆94Jul 25, 2024Updated last year
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆197Dec 8, 2022Updated 3 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆154Oct 26, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆890Oct 14, 2024Updated last year
- ☆47Feb 12, 2021Updated 5 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆188Apr 12, 2022Updated 4 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Mastering Diverse Domains through World Models☆3,411May 25, 2026Updated 3 weeks ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 4 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆373Mar 16, 2023Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,838Updated this week
- code for CoRL 2020 paper "Contrastive Variational Model-Based Reinforcement Learning for Complex Observations"☆24Dec 29, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,688Nov 18, 2024Updated last year
- ☆364Oct 12, 2022Updated 3 years ago
- Clockwork Variational Autoencoder☆50Jun 30, 2021Updated 4 years ago
- Standardized Minecraft Diamond Environment for Reinforcement Learning☆39May 19, 2023Updated 3 years ago
- ☆1,342May 27, 2024Updated 2 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆438May 31, 2022Updated 4 years ago