ml-jku / RA-DTLinks
Retrieval-Augmented Decision Transformer: External Memory for In-context RL
☆23Updated last year
Alternatives and similar repositories for RA-DT
Users that are interested in RA-DT are comparing it to the libraries listed below
Sorting:
- Official implementation of "Latent Action Learning Requires Supervision in the Presence of Distractors", ICML 2025☆25Updated 4 months ago
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆94Updated 10 months ago
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆21Updated 10 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Uni-RLHF platform for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024…☆41Updated last year
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆35Updated 4 months ago
- ☆47Updated last month
- ☆30Updated last year
- Official repository for "Investigating Pre-Training Objectives for Generalization in Visual Reinforcement Learning" (ICML 2024)☆11Updated 2 months ago
- ☆65Updated last year
- Code release for "Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning" (NeurIPS 2023), https://ar…☆69Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Offline RLHF codebase implementation for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human …☆41Updated last year
- This repository is the official implementation of the TRAC optimizer in Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement …☆32Updated 6 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆77Updated last year
- ☆12Updated last year
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆159Updated 2 years ago
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆81Updated 9 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆62Updated last year
- Thisi is the official code base for paper "Think Before You Act: Decision Transformers with Internal Working Memory"☆22Updated last year
- ☆77Updated last year
- Vintix: Action Model via In-Context Reinforcement Learning - - — ICML 2025☆44Updated 6 months ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆114Updated last year
- Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)☆129Updated last year
- Official Implementation of `An Optimisation Framework for Unsupervised Environment Design` from RLC 2025☆17Updated last week
- Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch☆144Updated 6 months ago
- ☆15Updated 2 years ago
- [NeurIPS 2024] GenRL: Multimodal-foundation world models enable grounding language and video prompts into embodied domains, by turning th…☆84Updated 7 months ago
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆60Updated 2 years ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year