Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.
☆322Jan 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)☆168Jan 19, 2025Updated last year
- A pytorch implementation of Dreamer☆24Mar 13, 2023Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆597Sep 10, 2021Updated 4 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆376Oct 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Dream to Control: Learning Behaviors by Latent Imagination☆718Jul 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.☆275Jul 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☆1,038Jan 21, 2023Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆173Jun 23, 2023Updated 2 years ago
- Implementation of Dreamer v3 in pytorch.☆842Mar 8, 2026Updated 2 months ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆238Feb 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
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Library for Model Based RL☆1,061Jul 12, 2024Updated last year
- Deep Hierarchical Planning from Pixels☆119Dec 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"☆544Nov 22, 2022Updated 3 years ago
- Code for "Temporal Difference Learning for Model Predictive Control"☆513Nov 25, 2023Updated 2 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆88Jan 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆879Oct 14, 2024Updated last year
- ☆46Feb 12, 2021Updated 5 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆187Apr 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☆3,201Sep 23, 2025Updated 7 months ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆371Mar 16, 2023Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,812Jan 20, 2026Updated 3 months ago
- Standardized Minecraft Diamond Environment for Reinforcement Learning☆37May 19, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- code for CoRL 2020 paper "Contrastive Variational Model-Based Reinforcement Learning for Complex Observations"☆24Dec 29, 2021Updated 4 years ago
- 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☆1,676Nov 18, 2024Updated last year
- ☆362Oct 12, 2022Updated 3 years ago
- Clockwork Variational Autoencoder☆50Jun 30, 2021Updated 4 years ago
- ☆1,331May 27, 2024Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆434May 31, 2022Updated 3 years ago