NanboLi / FACTSLinks
[ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"
☆28Updated 2 months ago
Alternatives and similar repositories for FACTS
Users that are interested in FACTS are comparing it to the libraries listed below
Sorting:
- ☆40Updated last month
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated last year
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆17Updated 7 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆71Updated last year
- ☆27Updated last year
- ☆69Updated last year
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆43Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch☆130Updated 3 months ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆158Updated 2 years ago
- The official implementation of flow Q-learning (FQL)☆214Updated last month
- Foundation Policies with Hilbert Representations (ICML 2024)☆93Updated last year
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆107Updated 11 months ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)☆120Updated last year
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆82Updated 7 months ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆33Updated 10 months ago
- ☆33Updated 2 months ago
- ☆23Updated last year
- [NeurIPS 2024] GenRL: Multimodal-foundation world models enable grounding language and video prompts into embodied domains, by turning th…☆80Updated 4 months ago
- Using advances in generative modeling to learn reward functions from unlabeled videos.☆134Updated last year
- Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University☆97Updated 3 weeks ago
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆33Updated last month
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆99Updated 2 weeks ago
- ☆25Updated 3 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- ☆46Updated 3 months ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆46Updated 3 months ago
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆68Updated last year