264 links · last checked 10 Oct 2026
Media worth following, and links to the original papers, leaderboards, official websites, code and data for the benchmarks on this site. Every link goes to a primary source.
Blogs, newsletters, channels and accounts that post on these topics. Each one posted something in the 90 days before 10 Oct 2026. These are our picks.
Interviews with the authors of new robot learning papers, one paper per episode, published as audio on Substack and as video on YouTube.
Start withEp#91: RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies
robopapers.substack.com9 Oct 2026 · About weeklyEssays by Chris Paxton on robotics and AI: robot learning results, robot hardware, the value of deployment data, and autonomous vehicles.
Start withIn-Context Learning Results Hint at a “GPT Moment” for Robotics
itcanthink.substack.com3 Oct 2026 · About monthlyRecordings of the RSS robotics conference sessions; the RSS 2026 session recordings were posted on 2026-08-26.
Start withRSS 2026 Day 2 Part 1
youtube.com26 Aug 2026 · IrregularTechnical posts from NVIDIA on robot simulation, robot foundation models such as Isaac GR00T and Cosmos, robot policy evaluation, and edge hardware.
Start withHow to Evaluate General-Purpose Robot Policies for Real-World Deployment
developer.nvidia.com7 Oct 2026 · About weeklyShort Chinese videos on new embodied AI papers and company model releases; the channel describes itself as the authorised Bilibili branch of the 具身智能之心 WeChat account.
Start withpi联创Chelsea Finn的新工作：Mulligan，更聪明的搜集数据。
space.bilibili.com10 Oct 2026 · About weeklyDaily news site on the robotics industry: funding, products, humanoids, warehouse and industrial robots, and physical AI models.
Start withWhy humanoid robot demos still fail the generalization test
therobotreport.com10 Oct 2026 · About weeklyRecorded talks from the GRASP robotics seminar series at the University of Pennsylvania, posted about weekly during the academic term.
Start withFall 2026 GRASP SFI: Jesse Zhang, University of Washington
youtube.com8 Oct 2026 · About weeklyResearch posts from DYNA Robotics on its Dyna robot models, a scaling law for world-action models, training infrastructure and customer deployments.
Start withDyna-2: A 1-Million-Hour Scaling Law for World-Action Models
dyna.co28 Sep 2026 · IrregularRecorded Lumina Talk sessions in which authors present their embodied AI papers on VLA models, world models, humanoid control and evaluation.
Start with[Lumina Talk 第44期] PRM-as-a-Judge 1.5：超越成功率，迈向细粒度具身过程评测
space.bilibili.com1 Sep 2026 · About monthlyChinese news articles tagged 具身智能 on the 量子位 website, covering Chinese robot companies, model releases, funding and conferences; 量子位 also publishes on WeChat. Only tagged posts are counted here.
Start with刚刚，机器人顶会RSS三项最佳论文出炉！708篇送审，仅8篇杀入决赛
qbitai.com9 Oct 2026 · About weeklyVideos that explain vision-language-action models such as π0, π0.5 and GR00T, and walk through the author's own entries in robot learning simulation challenges.
Start withHow I Beat 61 Teams at Robot Laundry Folding in Simulation (with RL)
youtube.com21 Aug 2026 · IrregularPosts on the Hugging Face blog about the open-source LeRobot library, open robot datasets and low-cost robot hardware, including posts by partner companies. Only robotics posts are counted here.
Start withGrabette: an open system to record robot-manipulation data
huggingface.co13 Aug 2026 · IrregularExplainer videos and talk recordings on embodied AI by a researcher whose profile lists an associate professorship at the School of Artificial Intelligence, Shanghai Jiao Tong University; includes a series of 5-minute introductions.
Start with【RSS 2026】具身决策：如何融合「常识」与「推理」？
space.bilibili.com27 Sep 2026 · About monthlyRobotics section of IEEE Spectrum: reported articles on robot hands, humanoids, safety and research labs, plus the weekly Video Friday roundup. It covers all of robotics, not only robot learning.
Start withRobots Are Learning to Feel
spectrum.ieee.org9 Oct 2026 · About weeklyPosts from the Robotics and AI Institute on its robot learning and control research, open-source tools, and conference paper round-ups.
Start withQ2RL: Reinforcement Learning to Improve Beyond Behavior Cloning
rai-inst.com7 Oct 2026 · IrregularRobotics posts on the Google DeepMind blog, mainly launch posts for Gemini Robotics models. Only robotics posts are counted here; they are a small share of the blog.
Start withGemini Robotics 2 brings whole body intelligence to robots
deepmind.google30 Jul 2026 · IrregularResearch posts from Generalist AI on its GEN series of embodied foundation models, scaling results and internal evaluation tasks.
Start withGEN-1.5 / Embodied Foundation Models are One-Shot Learners
generalistai.com19 Aug 2026 · IrregularInterview podcast and essays on physical AI, simulation and world models.
Start withWorld Models: From Pixels to Physics w/ SpAItial CEO Matthias Niessner
dreammachines.ai9 Oct 2026 · IrregularNewsletter of a Princeton robotics researcher; in 2026 it ran a five-part series on video models and two posts on how world models for robots should be built.
Start withUnderstanding Video Models: Part V - Evaluation
animajumdar.substack.com18 Aug 2026 · IrregularRecorded reading-club sessions where researchers and builders present papers on robot world models, world action models and robot learning.
Start withRobotics & World Models Reading Club 18.1: Is Latent All You Need for World Action Models?
youtube.com5 Oct 2026 · IrregularMain blog of Google DeepMind, where Genie (interactive world models), Veo (video generation) and Gemini Robotics are announced alongside many unrelated topics.
Start withSimulate real-world places with Project Genie and Street View
deepmind.google6 Oct 2026 · About weeklyChinese explainer videos on world models, world action models, video generation and VLA models, including a numbered 世界模型 series.
Start with世界模型第1期 · 梦的开始：从 World Models 到 DayDreamer，让策略在梦里练，机器狗真机 1 小时学会走路
space.bilibili.com9 Oct 2026 · About weeklyChinese AI news site's topic page for world models, mirroring articles from the 量子位 WeChat account on new Chinese and international world models and benchmarks.
Start with五大高校联手发榜！首份机器人三视角世界模型评测结果出炉，榜单持续更新中
qbitai.com23 Sep 2026 · About weeklyCompany channel with model announcements (Atlas), demos of generated 3D worlds, and tutorials for Marble worlds and Gaussian splats.
Start withIntroducing Atlas; A Foundation Model for Spatial Intelligence
youtube.com17 Sep 2026 · IrregularDeveloper posts tagged Cosmos: how to post-train and use NVIDIA's Cosmos world foundation models for robots, autonomous vehicles and synthetic data.
Start withBeyond VLAs: How World Action Models Reshape Robot Manipulation
developer.nvidia.com29 Sep 2026 · IrregularNumbered daily paper-reading videos on JEPA, world models, world action models and video generation.
Start withDay 22: Fast-WAM: Do World Action Models Need Test-time Future Imagination?
space.bilibili.com10 Oct 2026 · About weeklyCompany blog on 3D world models (Marble, Atlas, RTFM), real-to-sim-to-real worlds for robot training, and company news.
Start withAtlas: A World Model for Spatial Intelligence
worldlabs.ai28 Sep 2026 · IrregularCompany blog where Odyssey announces its world models (Odyssey-3, Agora-2, Starchild-1), its PROWL reinforcement-learning work and its CaliBench evaluation.
Start withIntroducing CaliBench: Are World Models Physically Calibrated?
odyssey.systems8 Oct 2026 · IrregularResearch hub for Runway's general world models (GWM), real-time interactive worlds, an interface world model (Solaris) and a world action model for robots (Praxis-1).
Start withIntroducing Praxis-1
runwayml.com30 Sep 2026 · IrregularResearch posts from DYNA Robotics on its Dyna-2 robot model, which it describes as a world-action model, and on training and deploying it.
Start withDyna-2: A 1-Million-Hour Scaling Law for World-Action Models
dyna.co28 Sep 2026 · IrregularCompany blog of the UK self-driving company that builds the GAIA driving world models, with research, engineering and company posts.
Start withGAIA-4: Multimodal World Models Powering Closed-Loop Simulation for Safe and Scalable Autonomy
wayve.ai3 Aug 2026 · IrregularCompany blog for Decart's real-time models: the Oasis interactive world model and the Lucy live video editing model.
Start withLucy 2.5: Raising the Bar for Live AI
decart.ai16 Jul 2026 · IrregularPapers that review the field or test how reliable existing benchmarks are.
Pages where scores are published, or where your robot is tested for you.
The website of each benchmark.
Code repositories and dataset pages.
The original paper of each benchmark.
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