NanboLi / FACTSLinks
[ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"
☆28Updated 6 months ago
Alternatives and similar repositories for FACTS
Users that are interested in FACTS are comparing it to the libraries listed below
Sorting:
- ☆50Updated last month
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆21Updated 10 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆97Updated 10 months ago
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆29Updated last year
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆43Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆77Updated last year
- ☆30Updated last year
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆71Updated last year
- ☆78Updated last year
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆102Updated 2 months ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆161Updated 2 years ago
- Implementations of Temporal Difference InfoNCE (TD InfoNCE)☆33Updated 2 years ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆114Updated last year
- Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch☆145Updated 7 months ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆34Updated last year
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆35Updated 5 months ago
- [NeurIPS 2024] GenRL: Multimodal-foundation world models enable grounding language and video prompts into embodied domains, by turning th…☆85Updated 8 months ago
- Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University☆102Updated 2 months ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆128Updated 5 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- ☆155Updated last week
- Using advances in generative modeling to learn reward functions from unlabeled videos.☆136Updated last year
- ☆26Updated last year
- The official implementations of Intention-conditioned Flow Occupancy Models (InFOM)☆30Updated last month
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated 2 years ago
- Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)☆128Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆81Updated 2 years ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆110Updated 2 years ago