PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Jia, Xiaogang, Wang, Qian, Wang, Anrui, Wang, Han A., Gyenes, Balázs, Gospodinov, Emiliyan, Jiang, Xinkai, Li, Ge, Zhou, Hongyi, Liao, Weiran, Huang, Xi, Beck, Maximilian, Reuss, Moritz, Lioutikov, Rudolf, Neumann, Gerhard |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations
by: Jia, Xiaogang, et al.
Published: (2024)
by: Jia, Xiaogang, et al.
Published: (2024)
Towards Fusing Point Cloud and Visual Representations for Imitation Learning
by: Donat, Atalay, et al.
Published: (2025)
by: Donat, Atalay, et al.
Published: (2025)
BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
by: Zhou, Hongyi, et al.
Published: (2025)
by: Zhou, Hongyi, et al.
Published: (2025)
PointPatchRL -- Masked Reconstruction Improves Reinforcement Learning on Point Clouds
by: Gyenes, Balázs, et al.
Published: (2024)
by: Gyenes, Balázs, et al.
Published: (2024)
BMP: Bridging the Gap between B-Spline and Movement Primitives
by: Liao, Weiran, et al.
Published: (2024)
by: Liao, Weiran, et al.
Published: (2024)
Interpretable Affordance Detection on 3D Point Clouds with Probabilistic Prototypes
by: Li, Maximilian Xiling, et al.
Published: (2025)
by: Li, Maximilian Xiling, et al.
Published: (2025)
SEAR: Sample Efficient Action Chunking Reinforcement Learning
by: Nagy, C. F. Maximilian, et al.
Published: (2026)
by: Nagy, C. F. Maximilian, et al.
Published: (2026)
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
by: Li, Ge, et al.
Published: (2024)
by: Li, Ge, et al.
Published: (2024)
MaIL: Improving Imitation Learning with Mamba
by: Jia, Xiaogang, et al.
Published: (2024)
by: Jia, Xiaogang, et al.
Published: (2024)
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning
by: Reuss, Moritz, et al.
Published: (2024)
by: Reuss, Moritz, et al.
Published: (2024)
Adaptive World Models: Learning Behaviors by Latent Imagination Under Non-Stationarity
by: Gospodinov, Emiliyan, et al.
Published: (2024)
by: Gospodinov, Emiliyan, et al.
Published: (2024)
X-IL: Exploring the Design Space of Imitation Learning Policies
by: Jia, Xiaogang, et al.
Published: (2025)
by: Jia, Xiaogang, et al.
Published: (2025)
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals
by: Reuss, Moritz, et al.
Published: (2024)
by: Reuss, Moritz, et al.
Published: (2024)
FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies
by: Reuss, Moritz, et al.
Published: (2025)
by: Reuss, Moritz, et al.
Published: (2025)
Variational Distillation of Diffusion Policies into Mixture of Experts
by: Zhou, Hongyi, et al.
Published: (2024)
by: Zhou, Hongyi, et al.
Published: (2024)
Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators
by: Dahlinger, Philipp, et al.
Published: (2026)
by: Dahlinger, Philipp, et al.
Published: (2026)
MoRe-ERL: Learning Motion Residuals using Episodic Reinforcement Learning
by: Huang, Xi, et al.
Published: (2025)
by: Huang, Xi, et al.
Published: (2025)
Beyond Visuals: Investigating Force Feedback in Extended Reality for Robot Data Collection
by: Li, Xueyin, et al.
Published: (2025)
by: Li, Xueyin, et al.
Published: (2025)
IRIS: An Immersive Robot Interaction System
by: Jiang, Xinkai, et al.
Published: (2025)
by: Jiang, Xinkai, et al.
Published: (2025)
Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
by: Li, Ge, et al.
Published: (2024)
by: Li, Ge, et al.
Published: (2024)
Scaling Robot Policy Learning via Zero-Shot Labeling with Foundation Models
by: Blank, Nils, et al.
Published: (2024)
by: Blank, Nils, et al.
Published: (2024)
NaviTrace: Evaluating Embodied Navigation of Vision-Language Models
by: Windecker, Tim, et al.
Published: (2025)
by: Windecker, Tim, et al.
Published: (2025)
Adaptive Dual-Weighted Gravitational Point Cloud Denoising Method
by: Zhang, Ge, et al.
Published: (2025)
by: Zhang, Ge, et al.
Published: (2025)
Use the Force, Bot! -- Force-Aware ProDMP with Event-Based Replanning
by: Lödige, Paul Werner, et al.
Published: (2024)
by: Lödige, Paul Werner, et al.
Published: (2024)
An Overview of Prototype Formulations for Interpretable Deep Learning
by: Li, Maximilian Xiling, et al.
Published: (2024)
by: Li, Maximilian Xiling, et al.
Published: (2024)
DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion
by: Liu, Xinpu, et al.
Published: (2024)
by: Liu, Xinpu, et al.
Published: (2024)
Point Tree Transformer for Point Cloud Registration
by: Wang, Meiling, et al.
Published: (2024)
by: Wang, Meiling, et al.
Published: (2024)
CLIP-based Point Cloud Classification via Point Cloud to Image Translation
by: Ghose, Shuvozit, et al.
Published: (2024)
by: Ghose, Shuvozit, et al.
Published: (2024)
Self-Supervised Cross-Modal Learning for Image-to-Point Cloud Registration
by: Wang, Xingmei, et al.
Published: (2025)
by: Wang, Xingmei, et al.
Published: (2025)
Hierarchical Prior-based Super Resolution for Point Cloud Geometry Compression
by: Li, Dingquan, et al.
Published: (2024)
by: Li, Dingquan, et al.
Published: (2024)
Stochasticity-aware No-Reference Point Cloud Quality Assessment
by: Fan, Songlin, et al.
Published: (2024)
by: Fan, Songlin, et al.
Published: (2024)
Hierarchical Attention Networks for Lossless Point Cloud Attribute Compression
by: Chen, Yueru, et al.
Published: (2025)
by: Chen, Yueru, et al.
Published: (2025)
CMHANet: A Cross-Modal Hybrid Attention Network for Point Cloud Registration
by: Zhang, Dongxu, et al.
Published: (2026)
by: Zhang, Dongxu, et al.
Published: (2026)
On-the-fly Point Feature Representation for Point Clouds Analysis
by: Wang, Jiangyi, et al.
Published: (2024)
by: Wang, Jiangyi, et al.
Published: (2024)
PointLLM: Empowering Large Language Models to Understand Point Clouds
by: Xu, Runsen, et al.
Published: (2023)
by: Xu, Runsen, et al.
Published: (2023)
Flying on Point Clouds with Reinforcement Learning
by: Xu, Guangtong, et al.
Published: (2025)
by: Xu, Guangtong, et al.
Published: (2025)
DAGLFNet: Deep Feature Attention Guided Global and Local Feature Fusion for Pseudo-Image Point Cloud Segmentation
by: Chen, Chuang, et al.
Published: (2025)
by: Chen, Chuang, et al.
Published: (2025)
LHMap-loc: Cross-Modal Monocular Localization Using LiDAR Point Cloud Heat Map
by: Wu, Xinrui, et al.
Published: (2024)
by: Wu, Xinrui, et al.
Published: (2024)
Spiking Point Transformer for Point Cloud Classification
by: Wu, Peixi, et al.
Published: (2025)
by: Wu, Peixi, et al.
Published: (2025)
Constraint-Aware Feature Learning for Parametric Point Cloud
by: Cheng, Xi, et al.
Published: (2024)
by: Cheng, Xi, et al.
Published: (2024)
Similar Items
-
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations
by: Jia, Xiaogang, et al.
Published: (2024) -
Towards Fusing Point Cloud and Visual Representations for Imitation Learning
by: Donat, Atalay, et al.
Published: (2025) -
BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
by: Zhou, Hongyi, et al.
Published: (2025) -
PointPatchRL -- Masked Reconstruction Improves Reinforcement Learning on Point Clouds
by: Gyenes, Balázs, et al.
Published: (2024) -
BMP: Bridging the Gap between B-Spline and Movement Primitives
by: Liao, Weiran, et al.
Published: (2024)