Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
☆890Oct 14, 2024Updated last year
Alternatives and similar repositories for iris
Users that are interested in iris are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Transformer-based World Models☆90Apr 4, 2023Updated 3 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆933Dec 20, 2023Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆238Apr 26, 2023Updated 3 years ago
- ☆364Oct 12, 2022Updated 3 years ago
- Deep Hierarchical Planning from Pixels☆120Dec 21, 2022Updated 3 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.
- Benchmarking the Spectrum of Agent Capabilities☆553Jan 23, 2024Updated 2 years ago
- Masked World Models for Visual Control☆137Jun 11, 2023Updated 3 years ago
- Mastering Atari with Discrete World Models☆1,047Jan 21, 2023Updated 3 years ago
- Implementation of Dreamer v3 in pytorch.☆856Mar 8, 2026Updated 3 months ago
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 2 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,812Apr 29, 2024Updated 2 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆89Jan 24, 2024Updated 2 years ago
- Mastering Diverse Domains through World Models☆3,363May 25, 2026Updated 2 weeks ago
- ☆137Mar 18, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆126Sep 22, 2024Updated last year
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆140Feb 7, 2022Updated 4 years ago
- Improving Token-Based World Models with Parallel Observation Prediction (ICML 2024)☆14Feb 23, 2026Updated 3 months ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,453May 26, 2026Updated 2 weeks ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆534Oct 6, 2022Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆179Jun 23, 2023Updated 2 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆870Aug 12, 2024Updated last year
- Library for Model Based RL☆1,063Jul 12, 2024Updated last year
- 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.
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆437May 31, 2022Updated 4 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆166Dec 21, 2021Updated 4 years ago
- A collection of reference environments for offline reinforcement learning☆1,682Nov 18, 2024Updated last year
- Generalised UDRL☆37May 12, 2022Updated 4 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆88Jul 27, 2022Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆134Feb 8, 2022Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆603Sep 10, 2021Updated 4 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Aug 8, 2022Updated 3 years ago
- DayDreamer: World Models for Physical Robot Learning☆441Dec 19, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆32Oct 12, 2023Updated 2 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆757Oct 26, 2022Updated 3 years ago
- Code for "Learning to Model the World with Language." ICML 2024 Oral.☆418Jan 7, 2026Updated 5 months ago
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆518Feb 12, 2025Updated last year
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆239Feb 10, 2023Updated 3 years ago
- MuZero☆2,825Sep 3, 2024Updated last year
- Code for "TD-MPC2: Scalable, Robust World Models for Continuous Control"☆850May 21, 2025Updated last year