Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
☆900Oct 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☆91Apr 4, 2023Updated 3 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆944Dec 20, 2023Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆240Apr 26, 2023Updated 3 years ago
- ☆368Oct 12, 2022Updated 3 years ago
- Deep Hierarchical Planning from Pixels☆123Dec 21, 2022Updated 3 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.
- Benchmarking the Spectrum of Agent Capabilities☆585Jan 23, 2024Updated 2 years ago
- Mastering Atari with Discrete World Models☆1,057Jan 21, 2023Updated 3 years ago
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 3 years ago
- Masked World Models for Visual Control☆138Jun 11, 2023Updated 3 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,830Apr 29, 2024Updated 2 years ago
- Implementation of Dreamer v3 in pytorch.☆887Mar 8, 2026Updated 5 months ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆90Jan 24, 2024Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆328Jan 11, 2024Updated 2 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆142Feb 7, 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.
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,513Updated this week
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆130Sep 22, 2024Updated last year
- Improving Token-Based World Models with Parallel Observation Prediction (ICML 2024)☆14Feb 23, 2026Updated 6 months ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆537Oct 6, 2022Updated 3 years ago
- ☆143Mar 18, 2026Updated 5 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆183Jun 23, 2023Updated 3 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆878Aug 12, 2024Updated 2 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆438May 31, 2022Updated 4 years ago
- Library for Model Based RL☆1,064Jul 12, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Mastering Diverse Domains through World Models☆3,716May 25, 2026Updated 3 months ago
- A collection of reference environments for offline reinforcement learning☆1,700Nov 18, 2024Updated last year
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆167Dec 21, 2021Updated 4 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆139Feb 8, 2022Updated 4 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆88Jul 27, 2022Updated 4 years ago
- Generalised UDRL☆37May 12, 2022Updated 4 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Aug 8, 2022Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆622Sep 10, 2021Updated 4 years ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆32Oct 12, 2023Updated 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.
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆758Oct 26, 2022Updated 3 years ago
- Code for "Learning to Model the World with Language." ICML 2024 Oral.☆421Jan 7, 2026Updated 7 months ago
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆520Feb 12, 2025Updated last year
- MuZero☆2,863Sep 3, 2024Updated last year
- DrQ: Data regularized Q☆422Jan 13, 2023Updated 3 years ago
- Official code repository for Prompt-DT.☆123Aug 3, 2022Updated 4 years ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆242Feb 10, 2023Updated 3 years ago