# Conference on Robot Learning 2026 Workshops Generated from AI Workshop Tracker Conference: CoRL Edition: 2026 Data snapshot: 2026-09-09 Total Workshops: 21 --- ## Modeling Uncertainty in Robotic World Models Workshop - **Status:** Open call - **Submission Deadline:** Sep 24, 2026, 11:59 UTC - **Website:** [https://uncertainwm2026.github.io/](https://uncertainwm2026.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/UncertainWM](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/UncertainWM) **Topics:** - Robotics --- ## Memory for Robot Foundation Models - **Status:** Open call - **Submission Deadline:** Sep 25, 2026, 11:59 UTC - **Website:** [https://corl2026-memory.github.io/](https://corl2026-memory.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/RoboMem](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/RoboMem) **Topics:** - Large language models - Robotics --- ## Agentic Robotics - **Status:** Open call - **Submission Deadline:** Sep 28, 2026, 12:59 UTC - **Website:** [https://agentic-robotics-workshop.github.io/](https://agentic-robotics-workshop.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Agentic_Robotics](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Agentic_Robotics) **Topics:** - Robotics - Agents - **Deadline History:** Extended by 2 days (previously Sep 26, 2026, 12:59 UTC) --- ## Continually Self-Improving Robots - **Status:** Open call - **Submission Deadline:** Sep 29, 2026, 12:59 UTC - **Website:** [https://csircorl.github.io/website/](https://csircorl.github.io/website/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/CSIR](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/CSIR) **Topics:** - Robotics --- ## Open Problems in Contact-Rich Loco-Manipulation - **Status:** Open call - **Submission Deadline:** Sep 30, 2026, 06:00 UTC - **Website:** [https://contact-rich-loco-manipulation.github.io](https://contact-rich-loco-manipulation.github.io) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Contact-Rich_Loco-Manipulation](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Contact-Rich_Loco-Manipulation) **Topics:** - Robotics - **Deadline History:** Extended by 13 days (previously Sep 17, 2026, 06:00 UTC) --- ## "Oops, I Erred" — Collecting, Curating and Using Imperfect Data for Realistic Scenarios - **Status:** Open call - **Submission Deadline:** Sep 30, 2026, 09:59 UTC - **Website:** [https://workshop.oopsie-data.com/](https://workshop.oopsie-data.com/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Oopsie](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Oopsie) **Topics:** - Other - **Deadline History:** First deadline posted --- ## Bringing Physics Simulation and World Models Together for Robotic Manipulation - **Status:** Open call - **Submission Deadline:** Oct 1, 2026, 11:59 UTC - **Website:** [https://corl26ws-physwm.github.io/](https://corl26ws-physwm.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/PhysWM](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/PhysWM) **Topics:** - Robotics - Physical sciences --- ## From Simulation Benchmarks to Real-World Robot Learning - **Status:** Open call - **Submission Deadline:** Oct 1, 2026, 11:59 UTC - **Website:** [https://corl2026-realworld-robot-learning.github.io/](https://corl2026-realworld-robot-learning.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/SimBench2Real](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/SimBench2Real) **Topics:** - Robotics - Evaluation & benchmarks - **Deadline History:** First deadline posted --- ## Roadmap to Sample-Efficient Real-World Reinforcement Learning - **Status:** Open call - **Submission Deadline:** Oct 1, 2026, 12:00 UTC - **Website:** [https://r2rl-workshop.github.io/](https://r2rl-workshop.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/R2RL](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/R2RL) **Topics:** - Reinforcement learning - Efficiency - **Deadline History:** First deadline posted --- ## The Science of Physical AI Safety workshop - **Status:** Open call - **Submission Deadline:** Oct 1, 2026, 16:59 UTC - **Website:** [https://spais-ws.org](https://spais-ws.org) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/SPAIS](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/SPAIS) **Topics:** - Physical sciences - Safety & alignment --- ## Compositional Generalization for Real-World Robot Learning - **Status:** Open call - **Submission Deadline:** Oct 2, 2026, 00:00 UTC - **Website:** [https://compogen-robotics.github.io/corl2026/](https://compogen-robotics.github.io/corl2026/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Compositional](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Compositional) **Topics:** - Robotics - **Deadline History:** First deadline posted --- ## Pretrain to Adapt - **Status:** Open call - **Submission Deadline:** Oct 4, 2026, 12:00 UTC - **Website:** [https://corl2026-robotcl.github.io/](https://corl2026-robotcl.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/pretrain-to-adapt](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/pretrain-to-adapt) **Topics:** - Other - **Deadline History:** First deadline posted --- ## Robot Learning at Deployment - **Status:** Open call - **Submission Deadline:** Oct 5, 2026, 17:59 UTC - **Website:** [https://learn-at-deploy.github.io/](https://learn-at-deploy.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Learn_Deploy](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Learn_Deploy) **Topics:** - Robotics - **Deadline History:** First deadline posted --- ## Scaling Human2Robot Workshop - **Status:** Open call - **Submission Deadline:** Oct 7, 2026, 07:00 UTC - **Website:** [https://scaling-h2r-corl.github.io/](https://scaling-h2r-corl.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Scaling_H2R](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Scaling_H2R) **Topics:** - Other --- ## Sim-to-Real-to-Field - **Status:** Open call - **Submission Deadline:** Oct 8, 2026, 11:59 UTC - **Website:** [https://sim2real2field-corl26.github.io/](https://sim2real2field-corl26.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Sim2Real2Field](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/Sim2Real2Field) **Topics:** - Robotics --- ## Bimanual Dexterous Tool Use: From Contact-Rich Execution to Generalist Robot Intelligence - **Status:** Open call - **Submission Deadline:** Oct 9, 2026, 08:00 UTC - **Website:** [https://bimanual-tool.github.io/](https://bimanual-tool.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/BiDexTool](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/BiDexTool) **Topics:** - Robotics - Agents --- ## The Action Gap: Large Generative Models Learn Rich Knowledge - **Status:** Open call - **Submission Deadline:** Oct 9, 2026, 11:59 UTC - **Website:** [https://actiongapworkshop.github.io](https://actiongapworkshop.github.io) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/TAG](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/TAG) **Topics:** - Generative models --- ## Everything Beneath the Policy - **Status:** Open call - **Submission Deadline:** Oct 10, 2026, 04:59 UTC - **Website:** [https://beneath-the-policy.github.io/](https://beneath-the-policy.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/WEBP](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/WEBP) **Topics:** - Other --- ## Grounded 4D Multimodal World Models for Autonomous Driving Decision Making - **Status:** Open call - **Submission Deadline:** Oct 12, 2026, 11:59 UTC - **Website:** [https://arlo0o.github.io/Grounded-Driving-World-Models_Workshop/](https://arlo0o.github.io/Grounded-Driving-World-Models_Workshop/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/GroundedDrivingWMs](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/GroundedDrivingWMs) **Topics:** - Robotics - Multimodal - Agents --- ## 4th CoRL Workshop on Learning Effective Abstractions for Planning (LEAP) - **Status:** Open call - **Submission Deadline:** Oct 16, 2026, 23:59 UTC - **Website:** [https://leap-workshop.github.io/](https://leap-workshop.github.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/LEAP](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/LEAP) **Topics:** - Agents --- ## The UMI Arena From Handheld Devices to Real-World Policies - **Status:** Open call - **Submission Deadline:** Oct 17, 2026, 05:59 UTC - **Website:** [https://umi-arena.airoa.io/](https://umi-arena.airoa.io/) - **OpenReview:** [https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/UMI_Arena](https://openreview.net/group?id=robot-learning.org/CoRL/2026/Workshop/UMI_Arena) **Topics:** - Other