marc-rigter / polygrad-world-modelsLinks
Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024
☆68Updated last year
Alternatives and similar repositories for polygrad-world-models
Users that are interested in polygrad-world-models are comparing it to the libraries listed below
Sorting:
- PWM: Policy Learning with Large World Models☆57Updated 2 months ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆34Updated 11 months ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆78Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆97Updated last week
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆27Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 2 months ago
- Official implementation of the RLC 2024 paper "Policy-Guided Diffusion"☆142Updated last year
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆109Updated 2 years ago
- ☆33Updated 3 months ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆27Updated 2 years ago
- ☆27Updated last year
- ☆45Updated 2 weeks ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated 2 years ago
- Official repo for Offline RL for Online RL☆18Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- Transformer-based World Models☆85Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆89Updated 10 months ago
- The official implementation of "Horizon Reduction Makes RL Scalable"☆139Updated 2 months ago
- [NeurIPS 2025 Spotlight] Generative Trajectory Stitching through Diffusion Composition☆39Updated last month
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆72Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- ☆52Updated 6 months ago
- (NeurIPS 2023) Residual Q-Learning: Offline and Online Policy Customization without Value☆34Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆40Updated last year
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆41Updated last year
- Meta-RL Model-Based Algorithm☆40Updated 5 months ago
- Official codebase for "Privileged Sensing Scaffolds Reinforcement Learning", contains the Scaffolder algorithm and Sensory Scaffolding Su…☆30Updated last year
- ☆108Updated 7 months ago
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆20Updated last year