Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
☆869Oct 14, 2024Updated last year
Alternatives and similar repositories for iris
Users that are interested in iris are comparing it to the libraries listed below
Sorting:
- Transformer-based World Models☆89Apr 4, 2023Updated 2 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆925Dec 20, 2023Updated 2 years ago
- ☆360Oct 12, 2022Updated 3 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆237Apr 26, 2023Updated 2 years ago
- Benchmarking the Spectrum of Agent Capabilities☆519Jan 23, 2024Updated 2 years ago
- Implementation of Dreamer v3 in pytorch.☆795Feb 21, 2026Updated last week
- Mastering Atari with Discrete World Models☆1,009Jan 21, 2023Updated 3 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,770Apr 29, 2024Updated last year
- Deep Hierarchical Planning from Pixels☆114Dec 21, 2022Updated 3 years ago
- Mastering Diverse Domains through World Models☆2,830Sep 23, 2025Updated 5 months ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,272Aug 12, 2024Updated last year
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆529Oct 6, 2022Updated 3 years ago
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Jan 11, 2024Updated 2 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆866Aug 12, 2024Updated last year
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆87Jan 24, 2024Updated 2 years ago
- Library for Model Based RL☆1,048Jul 12, 2024Updated last year
- Masked World Models for Visual Control☆135Jun 11, 2023Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆164Jun 23, 2023Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆83Jul 27, 2022Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,649Nov 18, 2024Updated last year
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆140Feb 7, 2022Updated 4 years ago
- ☆126Nov 25, 2025Updated 3 months ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆163Dec 21, 2021Updated 4 years ago
- Generalised UDRL☆37May 12, 2022Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆128Feb 8, 2022Updated 4 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆431May 31, 2022Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆581Sep 10, 2021Updated 4 years ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆751Oct 26, 2022Updated 3 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Aug 8, 2022Updated 3 years ago
- DayDreamer: World Models for Physical Robot Learning☆403Dec 19, 2022Updated 3 years ago
- RL Environments in JAX 🌍☆864May 30, 2025Updated 9 months ago
- Code for "Learning to Model the World with Language." ICML 2024 Oral.☆413Jan 7, 2026Updated last month
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,747Jan 20, 2026Updated last month
- MuZero☆2,771Sep 3, 2024Updated last year
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆234Feb 10, 2023Updated 3 years ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆119Sep 22, 2024Updated last year
- Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos☆1,644Sep 3, 2025Updated 5 months ago
- Multi Task RL Baselines☆261Dec 31, 2021Updated 4 years ago