Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
☆2,816Apr 29, 2024Updated 2 years ago
Alternatives and similar repositories for decision-transformer
Users that are interested in decision-transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆536Oct 6, 2022Updated 3 years ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆294Jun 10, 2022Updated 4 years ago
- A collection of reference environments for offline reinforcement learning☆1,688Nov 18, 2024Updated last year
- Online Decision Transformer☆275Jan 22, 2024Updated 2 years ago
- A curated list of Decision Transformer resources (continually updated)☆904May 21, 2026Updated last month
- 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.
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,458Updated this week
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,066May 23, 2024Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 2 years ago
- Official code repository for Prompt-DT.☆124Aug 3, 2022Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,838Jun 15, 2026Updated last week
- Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.☆890Oct 14, 2024Updated last year
- An offline deep reinforcement learning library☆1,665Sep 10, 2025Updated 9 months ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,973Apr 20, 2026Updated 2 months ago
- Collection of reinforcement learning algorithms☆2,906Jun 17, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"☆1,284Jul 18, 2024Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆409Dec 18, 2021Updated 4 years ago
- Code for conservative Q-learning☆486Dec 7, 2021Updated 4 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,365Aug 3, 2023Updated 2 years ago
- ☆330Jan 23, 2022Updated 4 years ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆934Dec 20, 2023Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆605Oct 28, 2020Updated 5 years ago
- ☆370May 1, 2023Updated 3 years ago
- Library for Model Based RL☆1,064Jul 12, 2024Updated last year
- 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.
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆163Dec 16, 2025Updated 6 months ago
- An elegant PyTorch deep reinforcement learning library.☆10,800Apr 3, 2026Updated 2 months ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆183Feb 21, 2023Updated 3 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆664Apr 6, 2021Updated 5 years ago
- ☆119Apr 15, 2023Updated 3 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆117Apr 27, 2023Updated 3 years ago
- An unofficial implementation for online decision transformer☆41Sep 20, 2022Updated 3 years ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,464Updated this week
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Aug 8, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,900May 29, 2022Updated 4 years ago
- Reinforcement Learning in PyTorch☆2,280Jan 4, 2021Updated 5 years ago
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆97May 21, 2023Updated 3 years ago
- A library of reinforcement learning components and agents☆4,003Apr 8, 2026Updated 2 months ago
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆168Oct 15, 2023Updated 2 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆438May 31, 2022Updated 4 years ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆871Aug 12, 2024Updated last year