Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learning.
☆81May 28, 2024Updated 2 years ago
Alternatives and similar repositories for decision-pretrained-transformer
Users that are interested in decision-pretrained-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:
- off-policy RL on long sequences☆172May 29, 2026Updated 3 months ago
- ☆20Jun 25, 2023Updated 3 years ago
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆33Oct 12, 2023Updated 2 years ago
- [NeurIPS 2025] Official codebase for T2MIR: Mixture-of-Experts Meets In-Context Reinforcement Learning.☆34Oct 26, 2025Updated 11 months ago
- Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"☆93Feb 11, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Official Implementation for "In-Context Reinforcement Learning from Noise Distillation"☆35Sep 18, 2024Updated 2 years ago
- Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner - - = ICLR 2026☆18Apr 8, 2026Updated 5 months ago
- [ICML 2025 GenBio Workshop] Official Implementation for "Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentia…☆18Jun 12, 2025Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆76Apr 26, 2026Updated 5 months ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆105Jul 18, 2022Updated 4 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆254Sep 13, 2024Updated 2 years ago
- ☆21Mar 19, 2024Updated 2 years ago
- Official Code for the L4DC 2023 conference paper and ICLR 2023 NeSy-GeMs workshop paper.☆15Oct 17, 2023Updated 2 years ago
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆16Feb 14, 2024Updated 2 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.
- Vintix: Action Model via In-Context Reinforcement Learning - - — ICML 2025☆52May 23, 2025Updated last year
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆16Feb 10, 2024Updated 2 years ago
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆12Jul 19, 2024Updated 2 years ago
- Official implementation for ICLR 2025 paper "Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning"☆23Mar 5, 2025Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Feb 14, 2023Updated 3 years ago
- Online Decision Transformer☆274Jan 22, 2024Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆105Sep 29, 2025Updated 11 months ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆43Aug 22, 2023Updated 3 years ago
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆41Oct 12, 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.
- ☆12Aug 3, 2022Updated 4 years ago
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆85Feb 13, 2025Updated last year
- iQRL: implicitly Quantized Representations for Sample-efficient Reinforcement Learning☆12Jan 8, 2025Updated last year
- Code for the paper Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies (NeurIPS 2023). https://arxiv.or…☆15Nov 21, 2023Updated 2 years ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆118Dec 5, 2023Updated 2 years ago
- [ICML 2026 GenBio Workshop] Official Implementation for "Harmonic Torsional Diffusion for Protein-Ligand Flexible Docking"☆17Jun 30, 2026Updated 2 months ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Apr 11, 2024Updated 2 years ago
- Non-official implementation of paper "In-context Reinforcement Learning with Algorithm Distillation"☆13Aug 15, 2024Updated 2 years ago
- PyTorch implementation of Distribution Correction(DisCor) based on Soft Actor-Critic.☆39Jun 22, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Jul 18, 2023Updated 3 years ago
- ☆34Jun 21, 2024Updated 2 years ago
- ☆25Nov 10, 2020Updated 5 years ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆28Mar 24, 2023Updated 3 years ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- A benchmark for offline goal-conditioned RL and offline RL☆490Jan 14, 2026Updated 8 months ago
- Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Worksho…☆21Feb 27, 2023Updated 3 years ago