Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym
☆290Jun 10, 2022Updated 3 years ago
Alternatives and similar repositories for min-decision-transformer
Users that are interested in min-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:
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,784Apr 29, 2024Updated last year
- An unofficial implementation for online decision transformer☆41Sep 20, 2022Updated 3 years ago
- Online Decision Transformer☆274Jan 22, 2024Updated 2 years ago
- A curated list of Decision Transformer resources (continually updated)☆889Mar 8, 2026Updated last month
- Decision Transformer: A brand new Offline RL Pattern.☆38Jan 28, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆39Oct 12, 2023Updated 2 years ago
- Official code repository for Prompt-DT.☆122Aug 3, 2022Updated 3 years ago
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆17Feb 10, 2024Updated 2 years ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆531Oct 6, 2022Updated 3 years ago
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆96May 21, 2023Updated 2 years ago
- [ICLR 2024 Spotlight] Code for the paper "Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making"☆12Apr 22, 2024Updated last year
- ☆117Apr 15, 2023Updated 3 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆117Apr 27, 2023Updated 2 years ago
- Interpreting how transformers simulate agents performing RL tasks☆90Oct 23, 2023Updated 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.
- Transformer in RL for decision-making☆105Feb 13, 2023Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,668Nov 18, 2024Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Aug 8, 2022Updated 3 years ago
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.☆50Dec 21, 2022Updated 3 years ago
- The collection of the research works about Automatic Reinforcement Learning in Microsoft Research Asia.☆62Jul 22, 2025Updated 8 months ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆58Dec 27, 2023Updated 2 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…☆1,343Aug 3, 2023Updated 2 years ago
- Code for conservative Q-learning☆480Dec 7, 2021Updated 4 years ago
- ☆92Sep 21, 2022Updated 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.
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆403Dec 18, 2021Updated 4 years ago
- Generalised UDRL☆37May 12, 2022Updated 3 years ago
- ☆32Dec 1, 2019Updated 6 years ago
- Minimal example to apply Decision Transformer in Atari Pong☆15Feb 1, 2025Updated last year
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆558Jun 26, 2023Updated 2 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,062May 23, 2024Updated last year
- Implementation of Multi-Game Decision Transformers in PyTorch☆49Feb 11, 2023Updated 3 years ago
- An offline deep reinforcement learning library☆1,657Sep 10, 2025Updated 7 months ago
- ☆80Dec 9, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆183Feb 21, 2023Updated 3 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆61Oct 6, 2024Updated last year
- Experiments to train transformer network to master reinforcement learning environments.☆32Mar 14, 2021Updated 5 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆106Jul 18, 2022Updated 3 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆127Aug 30, 2024Updated last year
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆80Aug 14, 2022Updated 3 years ago