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Daily robotics industry news: humanoids, industrial automation, drones, autonomous systems and the companies building them.

Daily robotics industry news: humanoids, industrial automation, drones, autonomous systems and the companies building them.

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Robotics

LabDex: A Hierarchical Benchmark for Dexterous Manipulation in Laboratories

arXiv:2608.18618v1 Announce Type: new Abstract: Autonomous laboratories hold great promise for accelerating scientific discovery. To achieve this vision, robots…

Robotics

Transferable Tool-Tissue Contact Detection from Stereo Depth in Robot-Assisted Surgery

arXiv:2608.18270v1 Announce Type: new Abstract: Reliable tool--tissue contact detection can support interaction-aware control and downstream force estimation in…

Robotics

GAPL: Grounded Action-effect Policy Learning for LLM-Based Trajectory Planning

arXiv:2608.18254v1 Announce Type: new Abstract: Trajectory planning for autonomous driving requires both high-level reasoning and precise low-level control. Lar…

What does Unitree Robotics’ IPO mean for the humanoid industry?
Robotics

What does Unitree Robotics’ IPO mean for the humanoid industry?

Now that Unitree Robotics has made its IPO, which humanoid robotics companies will follow in its footsteps? The post What does Unitree Robotics’ IPO mean …

Kollmorgen to give a joint-by-joint guide to humanoid motion at RoboBusiness
Robotics

Kollmorgen to give a joint-by-joint guide to humanoid motion at RoboBusiness

The talk at RoboBusiness will outline the unique demands of each body zone and the challenges of scaling for production. The post Kollmorgen to give a joint-by-…

Pudu Robotics launches new MP2000 autonomous forklift
Robotics

Pudu Robotics launches new MP2000 autonomous forklift

Pudu Robotics has launched the MP2000, an AI-native autonomous robot designed to transport 2,000 kg loads across complex warehouse environments. The post Pudu R…

Serve Robotics to deploy its autonomous delivery robots with Grubhub
Robotics

Serve Robotics to deploy its autonomous delivery robots with Grubhub

Serve's robot delivery will be available from more than 100 participating Grubhub merchants in Chicago and nearly 200 in Los Angeles. The post Serve Robotics to…

Robotics roadmaps from around the world spotlight of the month: Japan
Robotics

Robotics roadmaps from around the world spotlight of the month: Japan

Robots have been a prolific theme in Japanese pop culture and media since the 1950s, which includes global icons like the Transformers, Astro Boy, and Doraemon …

Robotics

Terrain-Aware Local Path Planning with Global DEM Data Integration for Autonomous UGV Navigation

arXiv:2608.17038v1 Announce Type: new Abstract: Autonomous navigation in complex outdoor terrains presents critical challenges for unmanned ground vehicles (UGV…

Robotics

PDDL-ART: Autonomous Symbolic Abstraction From Demonstration For Long-Horizon Robotic Manipulation Using Vision-Language Models

arXiv:2608.17146v1 Announce Type: new Abstract: Symbolic planning with PDDL offers a principled framework for long-horizon robot manipulation, but constructing …

Robotics

Robust Brachiation on a Life-Sized Dual-Arm Robot Using Waypoint-Guided Reinforcement Learning

arXiv:2608.17320v1 Announce Type: new Abstract: Brachiation is a form of locomotion in which primates move primarily using their arms, enabling traversal in env…

Robotics

HODAgent: Towards On-Demand, Responsive Humanoids for Physical World Human Interaction

arXiv:2608.17584v1 Announce Type: new Abstract: We propose HODAgent, a System-2 embodied agent for humanoid robots in service settings, addressing situated inte…

Robotics

Collective Ranking of Environmental Signals through Gaussian Belief Propagation in a Patrolling Robot Swarm

arXiv:2608.17690v1 Announce Type: new Abstract: Multi-robot patrolling requires a team to visit all areas of an environment at regular intervals, typically mini…

Robotics

Effector-Centric NMPC of Tiltable-Multirotors for Offset-Free Omnidirectional Aerial Manipulation

arXiv:2608.17819v1 Announce Type: new Abstract: Aerial manipulation extends robotic operations to previously inaccessible aerial environments. Unlike arm-equipp…

Robotics

ControlledShifts: Towards Standardizing Robustness Evaluation in Trajectory Prediction Under Distribution Shifts

arXiv:2608.17882v1 Announce Type: new Abstract: Trajectory prediction is central to safety in autonomous driving, yet learning-based predictors tend to degrade …

Robotics

PRISM: Precision and contact-rich Real-world Industrial Skill dataset with Multimodal sensing

arXiv:2608.17962v1 Announce Type: new Abstract: Recent progress in robotic learning has been fueled by large-scale datasets collected in everyday environments. …

Robotics

Optimal control of a swimming robot based on Purcell's microswimmer model

arXiv:2608.17455v1 Announce Type: cross Abstract: Purcell's swimmer is a well-known planar model of a swimming microorganism, governed by low Reynolds number hy…

Robotics

LoopVLA: Learning Sufficiency in Recurrent Refinement for Vision-Language-Action Models

arXiv:2605.09948v2 Announce Type: replace-cross Abstract: Current Vision-Language-Action (VLA) models typically treat the deepest representation of a vision-lan…

Robotics

Efficient Dynamic Shielding for Parametric Safety Specifications

arXiv:2505.22104v2 Announce Type: replace-cross Abstract: Shielding has emerged as a promising approach for ensuring safety of AI-controlled autonomous systems.…

Robotics

KAN We Flow? Advancing Robotic Manipulation with 3D Flow Matching via KAN & RWKV

arXiv:2602.01115v3 Announce Type: replace Abstract: Diffusion-based visuomotor policies excel at modeling action distributions but are inference-inefficient, si…

Robotics

PROBE: Manipulation-Grounded Visual Question Answering with VLM Agents

arXiv:2608.17129v1 Announce Type: cross Abstract: Vision-language Models (VLMs) excel at 2D grounding, spatial reasoning and agentic tool-based planning in stat…

Robotics

Stability Control for Real World Testing in Autonomous Racing

arXiv:2608.17779v1 Announce Type: new Abstract: Controlling an autonomous vehicle at the limits of handling is a challenging task. Due to external influences, s…

Robotics

Iterative Grasp Pose Refinement: A Deep Reinforcement Learning Approach for 2D Vision

arXiv:2608.17628v1 Announce Type: new Abstract: Developing robots capable of understanding and manipulating objects requires compact, interpretable, and general…

Robotics

LIBERO-VIFO: Benchmarking the Capability and Safety of Visual Cue Following in Vision-Language-Action Models

arXiv:2608.17600v1 Announce Type: new Abstract: Visual cues are increasingly adopted to guide robot learning, but whether Vision-Language-Action (VLA) models ca…

Robotics

Scalix: Uncertainty-Aware Scale-Consistent Monocular SLAM

arXiv:2608.17553v1 Announce Type: new Abstract: Cameras are ubiquitous sensors in robotics due to their compact form factor and the perceptual richness captured…

Robotics

EATR-Stereo: Embodiment-Aware Routing of Paired Stereo Evidence for Humanoid Vision-Language-Action Control

arXiv:2608.17453v1 Announce Type: new Abstract: Long-horizon humanoid vision--language--action (VLA) control with head-mounted stereo cameras requires visual in…

Robotics

Bi-Layer Ant Colony Optimization for Multi-Robot Task Allocation and Routing in Delivery Applications

arXiv:2608.17416v1 Announce Type: new Abstract: This paper addresses the multi-robot task allocation (MRTA) problem, which is essential for delivery and logisti…

Robotics

ORPA: Online Residual Policy Adaptation for Robot Manipulation Control with Human Feedback

arXiv:2608.17323v1 Announce Type: new Abstract: Robotic manipulation policies trained via imitation learning, such as Action Chunking with Transformers (ACT), c…

Robotics

MANIGUARD: A Benchmark and Data Suite for Specification-Grounded Safety Evaluation and Improvement of Robotic Manipulation

arXiv:2608.17386v1 Announce Type: new Abstract: Foundation-model policies for robotic manipulation are advancing rapidly on task success, but rigorous evaluatio…

Robotics

Teach and Grow: An Agent-Centered Architecture for General Robot Learning

arXiv:2608.17209v1 Announce Type: new Abstract: End-to-end vision-language-action (VLA) and world-action models offer an elegant route to general-purpose roboti…