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CoRL 2022 : Conference on Robot Learning
CoRL 2022 : Conference on Robot Learning

CoRL 2022 : Conference on Robot Learning

Auckland, New Zealand
Event Date: December 14, 2022 - December 18, 2022
Submission Deadline: June 15, 2022
Notification of Acceptance: September 10, 2022
Camera Ready Version Due: October 15, 2022




Call for Papers

CoRL publishes significant original research at the intersection of robotics and machine learning. CoRL is a selective, single-track international conference addressing theory and practice of machine learning for robots (and automation: where robot prototypes are scaled for cost effectiveness, efficiency, and reliability in practice). CoRL welcomes papers in areas such as:

- Use and development of reinforcement learning for control of physical robots
- Imitation learning for robotics, e.g. by behavioral cloning or inverse reinforcement learning
- Model-free learning for robot decision-making
- Bio-inspired robot learning and control
- Probabilistic learning and representation of uncertainty in robotics
- Model learning, i.e., learning for robot structure and system identification
- Robot state estimation, localization and mapping
- Learning for Robot Task and Motion Planning
- Learning for multimodal robot perception, sensor fusion, and robot vision
- Learning for human-robot interaction and robot instruction by natural language, gestures as well as alternative devices
- Applications of robot learning in robot manipulation, navigation, driving, flight, and other areas of robotics
- Robot systems, hardware, and sensors for learning and data-driven approaches

Submissions should focus on a core robotics problem and demonstrate the relevance of proposed models, algorithms, data sets, and benchmarks to robotics. Authors are encouraged to report real-robot experiments or provide convincing evidence that simulation experiments are transferable to real robots. Submissions without a robotics focus will be returned without review.

All Submissions should also include a limitations section, explicitly describing limiting assumptions, failure modes, and other limitations of the results and experiments and how these might be addressed in the future.

Authors are also encouraged to submit code and data as supplementary materials.


Summary

CoRL 2022 : Conference on Robot Learning will take place in Auckland, New Zealand. It’s a 5 days event starting on Dec 14, 2022 (Wednesday) and will be winded up on Dec 18, 2022 (Sunday).

CoRL 2022 falls under the following areas: ROBOTICS, ROBOT LEARNING, etc. Submissions for this Conference can be made by Jun 15, 2022. Authors can expect the result of submission by Sep 10, 2022. Upon acceptance, authors should submit the final version of the manuscript on or before Oct 15, 2022 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the CoRL 2022

  • Short Name: CoRL 2022
  • Full Name: Conference on Robot Learning
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of CoRL 2022
  • Event Type: Conference
  • Website Link: http://www.corl2022.org
  • Location/Address: Auckland, New Zealand


Credits and Sources

[1] CoRL 2022 : Conference on Robot Learning


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