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Robotics ArXiv Daily (Autonomous Vehicles • Drones • 3D Gaussian Splatting • More)

A lightweight daily ArXiv digest for robotics-related papers, including:

  • Autonomous driving (perception / prediction / planning / BEV / mapping)
  • Drones / aerial robotics (navigation, control, SLAM, perception)
  • SLAM / Localization / Mapping
  • Navigation / Planning / Control
  • Manipulation
  • Robot Learning (RL/IL/foundation models)
  • Multi-robot / swarms
  • Safety / robustness / uncertainty
  • 3D Gaussian Splatting / Neural Rendering for robotics

This repo updates automatically via GitHub Actions.


How it works (simple)

  • Every day, the workflow runs scripts/fetch_arxiv_daily.py
  • It queries arXiv by category, filters by topic keywords, and produces:
    • digests/YYYY-MM-DD.md (daily archive)
    • topics/<topic>.md (one file per topic)
    • an updated “Today” block below

✅ Today

Last update: 2026-01-16
Daily archive: digests/2026-01-16.md

Auto-generated. Edit config.yml to change topics/keywords.

Latest arXiv Digest

Updated: 2026-01-16
Window: last 2 days

✅ Today

Last update: 2026-01-16 Daily archive: digests/2026-01-16.md

Auto-generated. Edit config.yaml to change topics/keywords.

Latest arXiv Digest

Updated: 2026-01-16 Window: last 2 days

Topic Navigator

Topic Papers Link
Autonomous Driving & AV view
Drones & Aerial Robotics view
SLAM, Localization & Mapping view
Navigation, Planning & Control view
Manipulation & Grasping view
Robot Learning (RL, IL, Foundation Models) view
Multi-Robot & Swarms view
Safety, Robustness, Uncertainty view
3D Gaussian Splatting & Neural Rendering (Robotics) view

Browse by topic (links)

Autonomous Driving & AV

  • DeepUrban: Interaction-Aware Trajectory Prediction and Planning for Automated Driving by Aerial Imagery
    • Authors: Constantin Selzer, Fabian B. Flohr
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: autonomous driving, nuscenes
  • BikeActions: An Open Platform and Benchmark for Cyclist-Centric VRU Action Recognition
    • Authors: Max A. Buettner, Kanak Mazumder, Luca Koecher, Mario Finkbeiner, Sebastian Niebler, Fabian B. Flohr
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: autonomous driving
  • SatMap: Revisiting Satellite Maps as Prior for Online HD Map Construction
    • Authors: Kanak Mazumder, Fabian B. Flohr
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: autonomous driving, bev, hd map, nuscenes
  • (See full topic page: Autonomous Driving & AV)

Drones & Aerial Robotics

  • DInf-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids
    • Authors: Navami Kairanda, Shanthika Naik, Marc Habermann, Avinash Sharma, Christian Theobalt, Vladislav Golyanik
    • Published: 2026-01-15 | Category: cs.LG
    • Links: arXiv | PDF
    • Matched: imu
  • Communication-Efficient and Privacy-Adaptable Mechanism -- a Federated Learning Scheme with Convergence Analysis
    • Authors: Chun Hei Michael Shiu, Chih Wei Ling
    • Published: 2026-01-15 | Category: cs.LG
    • Links: arXiv | PDF
    • Matched: imu
  • Data-driven stochastic reduced-order modeling of parametrized dynamical systems
    • Authors: Andrew F. Ilersich, Kevin Course, Prasanth B. Nair
    • Published: 2026-01-15 | Category: cs.LG
    • Links: arXiv | PDF
    • Matched: imu
  • (See full topic page: Drones & Aerial Robotics)

SLAM, Localization & Mapping

  • CoGen: Creation of Reusable UI Components in Figma via Textual Commands
    • Authors: Ishani Kanapathipillai, Obhasha Priyankara
    • Published: 2026-01-15 | Category: cs.HC
    • Links: arXiv | PDF
    • Matched: mapping
  • SVII-3D: Advancing Roadside Infrastructure Inventory with Decimeter-level 3D Localization and Comprehension from Sparse Street Imagery
    • Authors: Chong Liu, Luxuan Fu, Yang Jia, Zhen Dong, Bisheng Yang
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: localization, mapping
  • H-EFT-VA: An Effective-Field-Theory Variational Ansatz with Provable Barren Plateau Avoidance
    • Authors: Eyad I. B Hamid
    • Published: 2026-01-15 | Category: quant-ph
    • Links: arXiv | PDF
    • Matched: localization
  • (See full topic page: SLAM, Localization & Mapping)

Navigation, Planning & Control

  • Lunar-G2R: Geometry-to-Reflectance Learning for High-Fidelity Lunar BRDF Estimation
    • Authors: Clementine Grethen, Nicolas Menga, Roland Brochard, Geraldine Morin, Simone Gasparini, Jeremy Lebreton, Manuel Sanchez Gestido
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: navigation
  • MATRIX AS PLAN: Structured Logical Reasoning with Feedback-Driven Replanning
    • Authors: Ke Chen, Jiandian Zeng, Zihao Peng, Guo Li, Guangxue Zhang, Tian Wang
    • Published: 2026-01-15 | Category: cs.AI
    • Links: arXiv | PDF
    • Matched: replanning
  • The PROPER Approach to Proactivity: Benchmarking and Advancing Knowledge Gap Navigation
    • Authors: Kirandeep Kaur, Vinayak Gupta, Aditya Gupta, Chirag Shah
    • Published: 2026-01-14 | Category: cs.LG
    • Links: arXiv | PDF
    • Matched: navigation
  • (See full topic page: Navigation, Planning & Control)

Manipulation & Grasping

  • C-GRASP: Clinically-Grounded Reasoning for Affective Signal Processing
    • Authors: Cheng Lin Cheng, Ting Chuan Lin, Chai Kai Chang
    • Published: 2026-01-15 | Category: cs.AI
    • Links: arXiv | PDF
    • Matched: grasp
  • The impact of tactile sensor configurations on grasp learning efficiency -- a comparative evaluation in simulation
    • Authors: Eszter Birtalan, Miklós Koller
    • Published: 2026-01-15 | Category: cs.RO
    • Links: arXiv | PDF
    • Matched: grasp, tactile
  • History Is Not Enough: An Adaptive Dataflow System for Financial Time-Series Synthesis
    • Authors: Haochong Xia, Yao Long Teng, Regan Tan, Molei Qin, Xinrun Wang, Bo An
    • Published: 2026-01-15 | Category: cs.AI
    • Links: arXiv | PDF
    • Matched: manipulation
  • (See full topic page: Manipulation & Grasping)

Robot Learning (RL, IL, Foundation Models)

  • MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
    • Authors: Changle Qu, Sunhao Dai, Hengyi Cai, Jun Xu, Shuaiqiang Wang, Dawei Yin
    • Published: 2026-01-15 | Category: cs.CL
    • Links: arXiv | PDF
    • Matched: reinforcement learning, llm
  • From One-to-One to Many-to-Many: Dynamic Cross-Layer Injection for Deep Vision-Language Fusion
    • Authors: Cheng Chen, Yuyu Guo, Pengpeng Zeng, Jingkuan Song, Peng Di, Hang Yu, Lianli Gao
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: llm
  • LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals
    • Authors: Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart
    • Published: 2026-01-15 | Category: cs.CL
    • Links: arXiv | PDF
    • Matched: llm
  • (See full topic page: Robot Learning (RL, IL, Foundation Models))

Multi-Robot & Swarms

  • Distributed Perceptron under Bounded Staleness, Partial Participation, and Noisy Communication
    • Authors: Keval Jain, Anant Raj, Saurav Prakash, Girish Varma
    • Published: 2026-01-15 | Category: cs.LG
    • Links: arXiv | PDF
    • Matched: distributed
  • Coarsening Causal DAG Models
    • Authors: Francisco Madaleno, Pratik Misra, Alex Markham
    • Published: 2026-01-15 | Category: stat.ML
    • Links: arXiv | PDF
    • Matched: distributed
  • Codebook Design for Limited Feedback in Near-Field XL-MIMO Systems
    • Authors: Liujia Yao, Changsheng You, Zixuan Huang, Chao Zhou, Zhaohui Yang, Xiaoyang Li
    • Published: 2026-01-15 | Category: cs.IT
    • Links: arXiv | PDF
    • Matched: distributed
  • (See full topic page: Multi-Robot & Swarms)

Safety, Robustness, Uncertainty

  • See Less, Drive Better: Generalizable End-to-End Autonomous Driving via Foundation Models Stochastic Patch Selection
    • Authors: Amir Mallak, Erfan Aasi, Shiva Sreeram, Tsun-Hsuan Wang, Daniela Rus, Alaa Maalouf
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: out-of-distribution, robustness
  • ProbFM: Probabilistic Time Series Foundation Model with Uncertainty Decomposition
    • Authors: Arundeep Chinta, Lucas Vinh Tran, Jay Katukuri
    • Published: 2026-01-15 | Category: cs.LG
    • Links: arXiv | PDF
    • Matched: uncertainty, calibration
  • Adversarial Evasion Attacks on Computer Vision using SHAP Values
    • Authors: Frank Mollard, Marcus Becker, Florian Roehrbein
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: adversarial
  • (See full topic page: Safety, Robustness, Uncertainty)

3D Gaussian Splatting & Neural Rendering (Robotics)

  • WildRayZer: Self-supervised Large View Synthesis in Dynamic Environments
    • Authors: Xuweiyi Chen, Wentao Zhou, Zezhou Cheng
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: novel view synthesis
  • RSATalker: Realistic Socially-Aware Talking Head Generation for Multi-Turn Conversation
    • Authors: Peng Chen, Xiaobao Wei, Yi Yang, Naiming Yao, Hui Chen, Feng Tian
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: gaussian splatting, 3d gaussian splatting, 3dgs
  • Thinking Like Van Gogh: Structure-Aware Style Transfer via Flow-Guided 3D Gaussian Splatting
    • Authors: Zhendong Wang, Lebin Zhou, Jingchuan Xiao, Rongduo Han, Nam Ling, Cihan Ruan
    • Published: 2026-01-15 | Category: cs.CV
    • Links: arXiv | PDF
    • Matched: gaussian splatting, 3d gaussian splatting, 3dgs
  • (See full topic page: 3D Gaussian Splatting & Neural Rendering (Robotics))

Configuration

Edit config.yml to change:

  • categories
  • topic names + keywords
  • how many days back to consider
  • max papers per topic

Local run (optional)

python -m venv venv
source venv/bin/activate  # macOS/Linux
# or
venv\Scripts\activate     # Windows

pip install -r requirements.txt
python scripts/fetch_arxiv_daily.py

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