Towards Reproducibility and Objective Performance Evaluation in Robotics and AI
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- Session 1: Introduction
- Session 2: Examples of Good Practices
- Session 3: Objective Comparison and Verification
- Session 4: Replication and Benchmarking of Research Results (I)
- Session 5: Contributed presentations and demos
- Session 6: Stories and panel discussion
- Session 7: Replication and Benchmarking of Research Results (II)
- Session 8: Discussion Closing remarks
Virtual Workshop - all time are in CEST
*************************************Part I - Examples of Good Practices in Reproducibility and Benchmarking
May 31st 2021:
Part II: Reproducible Research in Robotics and AI
June 4th 2021:
May 31st - all time are in CEST
***********************************************Time | Presenter | Title |
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9:45 10:30 |
Fabio Bonsignorio |
IntroductionThe R-Article process in IEEE R&A Magazine. Where we are. Call for submissions! |
10:30 11:00 |
Dikai Liu |
Short presentations from other TCs’ representativesSpecial issues in special TC domains |
11:00 11:30 |
Holger Caesar | NuScenes - A large scale datasets for Self-driving cars perception and prediction benchmarking | 11:30 14:00 | Break |
14:00 14:30 |
Signe Redfield |
Session 2: Examples of Good PracticesShared representations for Reproducible Robotics |
14:30 16:00 | |
TOWN HALL on Reproducibility and Benchmarking open to all attendees and TC representatives | 16:00 16:45 | Stefano Carpin | Our R-Article: Issues, opportunities and lesson learned |
16:45 17:30 |
Luca Carlone |
Session 3: Objective Comparison and VerificationBenchmarking and Reproducibility in Robotics Perceptions |
17:30 18:15 | Jorge Dias | Benchmarking and Assessment In Robotics Acting in Dynamic Environments - Facts and Figures from MBZ International Robotic Challenge |
June 4th - all time are in CEST
**********************************************Time | Presenter | Title |
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8:00 8:45 |
Fabio Bonsignorio (Chair) |
Session 4: Replication and Benchmarking of Research Results (I)Summary Discussion about First day |
8:45 9:30 |
Angela Faragasso |
Reproducibility and Benchmarking in Robotics for Healthcare and Nuclear Decommissioning |
9:30 10:15 |
Francesco Amigoni |
Experiments, tests, and benchmarks in robotics: a demarcation is possible |
10:15 10:40 |
Andrea Censi |
The AI Driving Olympics & Duckietown approach to robotics reproducibility (I) |
10:40 11:00 | Relax Break |
11:00 12:15 |
Session 5: Contributed presentations and demos- Remote demo of AI Driving Olympics evaluation (ETH Zurich)- Other Experimental (remote) contributions |
12:15 12:30 | Break |
12:30 13:30 |
Enrica Zereik Angelo Odetti |
Session 6: Stories and panel discussion- Experience of Reproducible Robotics on the H2Arm an open source hw platform - Live from the Lab-Discussion |
13:30 14:30 | Break |
14:30 15:15 |
Joelle Pineau |
Session 7: Replication and Benchmarking of Research Results (II)Reproducibility of Research in Machine Learning and AI |
15:15 16:00 |
Peter Kazanzides |
Shared research platform and standards for sharing of data in surgical robotics |
16:00 16:20 | Andrea Censi Liam Paull |
The AI Driving Olympics & Duckietown approach to robotics reproducibility (II) | 16:20 17:00 |
Session 8: DiscussionStarting topics:- How to make robotics a science? - How can we improve the R-Article process and spread the reproducibility and benchmarking mindset? |
17:00 17:30 |
Fabio Bonsignorio |
Closing remarksReproducible Research in Robotics: The Road Ahead |
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