LUMOS: Language-Conditioned Imitation Learning with World Models
Fuente:
arXiv
Saved in:
| Main Authors: | Nematollahi, Iman, DeMoss, Branton, Chandra, Akshay L, Hawes, Nick, Burgard, Wolfram, Posner, Ingmar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DITTO: Offline Imitation Learning with World Models
by: DeMoss, Branton, et al.
Published: (2023)
by: DeMoss, Branton, et al.
Published: (2023)
DiWA: Diffusion Policy Adaptation with World Models
by: Chandra, Akshay L, et al.
Published: (2025)
by: Chandra, Akshay L, et al.
Published: (2025)
The Complexity Dynamics of Grokking
by: DeMoss, Branton, et al.
Published: (2024)
by: DeMoss, Branton, et al.
Published: (2024)
CenterGrasp: Object-Aware Implicit Representation Learning for Simultaneous Shape Reconstruction and 6-DoF Grasp Estimation
by: Chisari, Eugenio, et al.
Published: (2023)
by: Chisari, Eugenio, et al.
Published: (2023)
CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation
by: Vödisch, Niclas, et al.
Published: (2023)
by: Vödisch, Niclas, et al.
Published: (2023)
Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications
by: Kawaharazuka, Kento, et al.
Published: (2025)
by: Kawaharazuka, Kento, et al.
Published: (2025)
Bayesian Optimization for Sample-Efficient Policy Improvement in Robotic Manipulation
by: Röfer, Adrian, et al.
Published: (2024)
by: Röfer, Adrian, et al.
Published: (2024)
Few-Shot Panoptic Segmentation With Foundation Models
by: Käppeler, Markus, et al.
Published: (2023)
by: Käppeler, Markus, et al.
Published: (2023)
Vision-Based Autonomous UAV Navigation and Landing for Urban Search and Rescue
by: Mittal, Mayank, et al.
Published: (2019)
by: Mittal, Mayank, et al.
Published: (2019)
BYE: Build Your Encoder with One Sequence of Exploration Data for Long-Term Dynamic Scene Understanding
by: Huang, Chenguang, et al.
Published: (2024)
by: Huang, Chenguang, et al.
Published: (2024)
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation
by: Vödisch, Niclas, et al.
Published: (2024)
by: Vödisch, Niclas, et al.
Published: (2024)
Label-Efficient LiDAR Panoptic Segmentation
by: Çanakçı, Ahmet Selim, et al.
Published: (2025)
by: Çanakçı, Ahmet Selim, et al.
Published: (2025)
MetricNet: Recovering Metric Scale in Generative Navigation Policies
by: Nayak, Abhijeet, et al.
Published: (2025)
by: Nayak, Abhijeet, et al.
Published: (2025)
CloudTrack: Scalable UAV Tracking with Cloud Semantics
by: Blei, Yannik, et al.
Published: (2024)
by: Blei, Yannik, et al.
Published: (2024)
Articulated Object Estimation in the Wild
by: Werby, Abdelrhman, et al.
Published: (2025)
by: Werby, Abdelrhman, et al.
Published: (2025)
Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation
by: Prasanna, Sai, et al.
Published: (2024)
by: Prasanna, Sai, et al.
Published: (2024)
Label-Efficient Point Cloud Segmentation with Active Learning
by: Meyer, Johannes, et al.
Published: (2025)
by: Meyer, Johannes, et al.
Published: (2025)
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
by: Barcellona, Leonardo, et al.
Published: (2024)
by: Barcellona, Leonardo, et al.
Published: (2024)
Multimodal Spatial Language Maps for Robot Navigation and Manipulation
by: Huang, Chenguang, et al.
Published: (2025)
by: Huang, Chenguang, et al.
Published: (2025)
DITTO: Demonstration Imitation by Trajectory Transformation
by: Heppert, Nick, et al.
Published: (2024)
by: Heppert, Nick, et al.
Published: (2024)
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation
by: Werby, Abdelrhman, et al.
Published: (2024)
by: Werby, Abdelrhman, et al.
Published: (2024)
REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation
by: Oliveira, Débora N. P., et al.
Published: (2025)
by: Oliveira, Débora N. P., et al.
Published: (2025)
BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation
by: Schramm, Jonas, et al.
Published: (2024)
by: Schramm, Jonas, et al.
Published: (2024)
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping
by: Gosala, Nikhil, et al.
Published: (2024)
by: Gosala, Nikhil, et al.
Published: (2024)
End-to-end 2D-3D Registration between Image and LiDAR Point Cloud for Vehicle Localization
by: Wang, Guangming, et al.
Published: (2023)
by: Wang, Guangming, et al.
Published: (2023)
Language-Conditioned World Modeling for Visual Navigation
by: Dong, Yifei, et al.
Published: (2026)
by: Dong, Yifei, et al.
Published: (2026)
Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation
by: Ma, Teli, et al.
Published: (2024)
by: Ma, Teli, et al.
Published: (2024)
UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
by: Wang, Xiangyu, et al.
Published: (2025)
by: Wang, Xiangyu, et al.
Published: (2025)
World Guidance: World Modeling in Condition Space for Action Generation
by: Su, Yue, et al.
Published: (2026)
by: Su, Yue, et al.
Published: (2026)
CoIRL-AD: Collaborative-Competitive Imitation-Reinforcement Learning in Latent World Models for Autonomous Driving
by: Zheng, Xiaoji, et al.
Published: (2025)
by: Zheng, Xiaoji, et al.
Published: (2025)
VILP: Imitation Learning with Latent Video Planning
by: Xu, Zhengtong, et al.
Published: (2025)
by: Xu, Zhengtong, et al.
Published: (2025)
One-Shot Dual-Arm Imitation Learning
by: Wang, Yilong, et al.
Published: (2025)
by: Wang, Yilong, et al.
Published: (2025)
Enhancing Joint Human-AI Inference in Robot Missions: A Confidence-Based Approach
by: Nguyen, Duc-An, et al.
Published: (2025)
by: Nguyen, Duc-An, et al.
Published: (2025)
MWM: Mobile World Models for Action-Conditioned Consistent Prediction
by: Yan, Han, et al.
Published: (2026)
by: Yan, Han, et al.
Published: (2026)
RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning
by: Dai, Yinpei, et al.
Published: (2024)
by: Dai, Yinpei, et al.
Published: (2024)
Failure Identification in Imitation Learning Via Statistical and Semantic Filtering
by: Rolland, Quentin, et al.
Published: (2026)
by: Rolland, Quentin, et al.
Published: (2026)
Towards Fusing Point Cloud and Visual Representations for Imitation Learning
by: Donat, Atalay, et al.
Published: (2025)
by: Donat, Atalay, et al.
Published: (2025)
EgoMimic: Scaling Imitation Learning via Egocentric Video
by: Kareer, Simar, et al.
Published: (2024)
by: Kareer, Simar, et al.
Published: (2024)
Lifelong Imitation Learning with Multimodal Latent Replay and Incremental Adjustment
by: Yu, Fanqi, et al.
Published: (2026)
by: Yu, Fanqi, et al.
Published: (2026)
MiVLA: Towards Generalizable Vision-Language-Action Model with Human-Robot Mutual Imitation Pre-training
by: Yin, Zhenhan, et al.
Published: (2025)
by: Yin, Zhenhan, et al.
Published: (2025)
Similar Items
-
DITTO: Offline Imitation Learning with World Models
by: DeMoss, Branton, et al.
Published: (2023) -
DiWA: Diffusion Policy Adaptation with World Models
by: Chandra, Akshay L, et al.
Published: (2025) -
The Complexity Dynamics of Grokking
by: DeMoss, Branton, et al.
Published: (2024) -
CenterGrasp: Object-Aware Implicit Representation Learning for Simultaneous Shape Reconstruction and 6-DoF Grasp Estimation
by: Chisari, Eugenio, et al.
Published: (2023) -
CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation
by: Vödisch, Niclas, et al.
Published: (2023)