Mastering Atari with Discrete World Models
☆1,050Jan 21, 2023Updated 3 years ago
Alternatives and similar repositories for dreamerv2
Users that are interested in dreamerv2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dream to Control: Learning Behaviors by Latent Imagination☆611Sep 10, 2021Updated 4 years ago
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆238Apr 26, 2023Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆730Jul 14, 2020Updated 5 years ago
- Mastering Diverse Domains through World Models☆3,463May 25, 2026Updated last month
- 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.
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆140Feb 7, 2022Updated 4 years ago
- Implementation of Dreamer v3 in pytorch.☆867Mar 8, 2026Updated 3 months ago
- Library for Model Based RL☆1,064Jul 12, 2024Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆438May 31, 2022Updated 4 years ago
- DayDreamer: World Models for Physical Robot Learning☆445Dec 19, 2022Updated 3 years ago
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆893Oct 14, 2024Updated last year
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆936Dec 20, 2023Updated 2 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆89Jan 24, 2024Updated 2 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.
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆169Jan 19, 2025Updated last year
- Pytorch implementation of DreamerV2: MASTERING ATARI WITH DISCRETE WORLD MODELS☆53Jan 28, 2022Updated 4 years ago
- Benchmarking the Spectrum of Agent Capabilities☆566Jan 23, 2024Updated 2 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆167Dec 21, 2021Updated 4 years ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆241Feb 10, 2023Updated 3 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Learning Latent Dynamics for Planning from Pixels☆1,257Mar 24, 2023Updated 3 years ago
- Deep Hierarchical Planning from Pixels☆121Dec 21, 2022Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆180Jun 23, 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.
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆555Nov 22, 2022Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,693Nov 18, 2024Updated last year
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆605Oct 28, 2020Updated 5 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆377Oct 15, 2021Updated 4 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆158Aug 31, 2021Updated 4 years ago
- RAD: Reinforcement Learning with Augmented Data☆419Mar 29, 2021Updated 5 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆756Oct 26, 2022Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆136Feb 8, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Masked World Models for Visual Control☆138Jun 11, 2023Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆229May 19, 2024Updated 2 years ago
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,621Updated this week
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,839Jun 26, 2026Updated last week
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆140Aug 15, 2023Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 3 years ago
- ☆332Dec 19, 2024Updated last year