The RoboMaster is a platform for robotic competitions and academic exchange founded by
Da-Jiang Innovations (DJI),
designed specifically for global technology enthusiasts. Since its establishment in 2013, RoboMaster has been committed to its mission
– "empowering young learners to transform their world with the power of engineering and technology" ,
in order to attract bright engineering talents with interdisciplinary abilities and showcase the possibilities of technological innovation to audiences around the globe.
Institute for AI Industry Research (AIR), Tsinghua University, focuses on applied research geared towards the internationalization, intelligentization, and industrialization of the fourth technological revolution. Driven by academia-industry innovations simultaneously, AIR aims at making breakthroughs in core AI technologies, training future industry-leaders, and achieving industrial leapfrog progress. AIR was founded in 2020 by Dr. Ya-Qin Zhang, world-class scientist and entrepreneur in multi-media and AI.
Co-organized by AIR, Tsinghua University and DJI, the RoboMaster University Sim2Real Challenge at ICRA 2022 aims to optimize the system performance of a real-world robotic task which consists of perception, navigation and manipulation. Participants can conduct unrestrained experiments in the simulator, and can not directly access the real-world robot. Correspondingly, organizers will receive submissions from participants and complete the real-world deployment and the system validation at restrained time periods.
|  Feb 15, 2022||Release of competition rules and relevant materials||/|
|  Feb 16, 2022 - Feb 28, 2022||Registration|| RoboMaster official website
RoboMaster official website(English)
|  Mar 1, 2022 - Mar 30, 2022||Simulator test||Teams complete the challenge mission according to the instruction from github or gitee|
|  Mar 31, 2022||Technical assessment||Based on the ranking of simulator test
·Qualified teams shortlisted
·Double-confirming competition details
|  Apr 1, 2022 - May 15, 2022||Sim2Real test||Organizors deploy each teams' submitted codes in physical environment, and provide feedback data and video respectively|
|  May 16, 2022 - May 20, 2022||Code submission||Each team is allowed to submit the codes only for once|
|  ICRA2022||Final Competition||Participating teams are not required to arrive on-site|
RoboMaster University Sim2Real Challenge (RMUS) is an international competition open to all university students.
As long as you are passionate about robotics and eager to compete,
it's time to register for RMUS which will be hold at ICRA 2022.
Registration system (English): https://registration.robomaster.com/?djifrom=en-US
Registration system (Chinese): https://registration.robomaster.com/registration-center?eventType=team&id=217
The Simulator Test lasts from March 1 to March 30. During this stage, teams will focus on developing algorithms in a simulated environment and completing the challenge mission according to the instruction from github or gitee.
All teams will be required to submit a technical report (Chinese templete) (English templete) before 23:59, 26 Mar, 2022 (GMT+8). Finalists (which teams can pass the technical assessment stage) will be qualified based on the score in two parts:
30% Technical Report score + 70% Simulator Test score
If you encounter any problems in the simulator test phase, you can submit the problems to the issue on github and gitee, find answers in the FAQ List (English) or FAQ List (Chinese) (update everay monday), or contact us via the email: firstname.lastname@example.org.
Simulator Test Instrucion (Github): https://github.com/AIR-DISCOVER/ICRA-RM-Sim2Real
Simulator Test Instrucion (Gitee): https://gitee.com/RMUS/ICRA-RM-Sim2Real
Every teams' code has been tested 3 times and the highest test score is used to calculate the total score. According to the rules, only one team from each school can pass the technical assessment. The list of teams that can pass the technical assessment and enter the Sim2Real Test stage is as follows. If you have any questions, please feel free to contact us via email or Wechat group.
|  University||Team||Finish Time||Test Score||Report Score||Total Score|
| Harbin Institute of Technology, Shenzhen||南工骁鹰||34.55s||100||83.3||95.0|
| Dalian University of Technology||开天||43.10s||86.7||96.7||89.7|
| Tsinghua University||影式车手||38.70s||93.3||73.3||87.3|
| Beijing University of Chemical Technology||777||36.26s||96.7||61.7||86.2|
| Northwestern Polytechnical University||Firefly||70.20s||76.7||88.3||80.2|
| South China University of Technology||再无相思寄巫山||43.43s||83.3||51.7||73.8|
| South China Agricultural University||梦想开拓者||72.26s||70.0||70.0||70.0|
| Shenzhen Technology University||FSR||70.30s||73.3||60.0||69.3|
| Xi'an University of Architecture and Technology||阳光||75.57s||66.7||65.0||66.2|
| Universigy of California, Riverside||ARCS||77.24s||63.3||70.0||65.3|
| Central South University||FYT||43.70s||80.0||26.7||64.0|
| Nanyang Technological University||MLDA Robotics||90.37s||56.7||50.0||54.7|
| Wuhan Institute of Technology||Aurora||102.60s||43.3||70.0||51.3|
| Dongguan University of Technology||ACE||91.49s||53.3||33.3||47.3|
| Beijing Institute of Technology||TUF||96.24s||50.0||40.0||47.0|
| University of Science and Technology Beijing||过拟合||124.40s||36.7||68.3||46.2|
| Karlsruhe Insititute of Technology||RoboIRS||138.36s||26.7||63.3||37.7|
| Jimei University||集光||98.97s||46.7||13.3||36.7|
| Shanghai Jiao Tong University||精锐克星||129.38s||30.0||36.7||32.0|
| Fuzhou University||嘤嘤嘤novation||106.73s||40.0||11.7||31.5|
| Guangdong Ocean University||智控Robot||127.68s||33.3||23.3||30.3|
| Nanjing Tech University||BlueSpace||209.85s||10.0||71.7||28.5|
| Jilin University||晨曦||242.59s||6.7||66.7||24.7|
| National University of Defense Technology||AlmostHuman||155.05s||23.3||20.0||22.3|
| Harbin Engineering University||Nooploop创梦之翼||198.14s||16.7||30.0||20.7|
| Northeastern University||TDT||201.39s||13.3||35.0||19.8|
| Nanjing University of Aeronautics and Astronautics||NRC||273.10s||3.3||45.0||15.8|
The Sim2Real Test lasts from April 4, 2022, to May 15, 2022. During this stage, teams that pass the technical assessment will focus on addressing the challenging sim2real problems and transferring the policy from the simulator to real world.
This stage is divided into 4 parts:
· Detaction of exchange station
· Localization and Navigation of EP
· Grasp the cube
· Overall test
Teams should complete the above 4 tests sequentially. For example, teams can only enter the "Localization and Navigation of EP" test stage after passing the "Detection of exchange station" stage.
Teams can submit the code through the registration system and email. We will deploy each teams' submitted codes in the real-world environment, and provide feedback data and video respectively through the registration system or email.
Notice: The ranking will be based on the length of the finishing time. The shorter the finishing time, the higher the ranking.
During the competition, part of the universities where the teams were located were affected by the epidemic. Thanks to the perseverance and hard work of everyone, we overcame the difficulties together and completed the competition successfully. Since different regions were affected by the epidemic to different extents, and to encourage the students to defy the hardship and challenges during this particular period, the committee decided to add more second and third places to the original prizes.
The detailed list of winners is as follows (second, third and honorable prizes are in no particular order):
|  Prize||Ranking||University||    Team|
|  Grand price||First place||Harbin Institute of Technology, Shenzhen||南工骁鹰|
|  First prize||Second place||Tsinghua University||影式车手|
|Third place||Nanyang Technological University||MLDA Robotics|
|Fourth place||Dalian University of Technology||开天|
|  Second prize||Names not listed in order||Northwestern Polytechnical University||Firefly|
|South China University Of Technology||华南虎|
|South China Agricultural University||梦想开拓者|
|Shenzhen Technology University||FSR|
|University of California, Riverside||ARCS|
|Central South University||FYT|
|Wuhan Institute of Technology||Aurora|
|Beijing Institute Of Technology||TUF|
|University Of Science & Technology Beijing||过拟合|
|Nanjing Tech University||BlueSpace|
|Xi`an University of Architecture and Technology||阳光|
|Dongguan University Of Technology||ACE|
|  Third prize||Names not listed in order||Nanjing University Of Aeronautics And Astronautics||NRC|
|Beijing University Of Chemical Technology||777|
|Guangdong Ocean University||智控Robot|
|Shanghai Jiao Tong University||精锐克星|
|National University of Defense Technology||AlmostHuman|
|Harbin Engineering University||Nooploop创梦之翼|
|Karlsruhe Institute of Technology||RoboIRS|
|Huazhong University Of Science And Technology||狼牙瓦力|
|Technical University of Munich||Pluto|
|NIIGATA UNION UNIVERSITY||phoenix robots|
|Taiyuan University Of Technology||TRoMaC_2|
|Hefei University Of Technology||苍穹|
|Taiyuan University Of Technology||TRoMaC_1|
|Hubei University Of Technology||力创Rx|
|Beijing Institute Of Technology||G|
|  Honorable prize||Names not listed in order||Zhejiang Sci-tech University||SCR|
|Technische Universität Berlin (TU Berlin)||黑车|
|Hubei University Of Technology||阿对对|
|Wuhan University Of Science And Technology||崇实|
|University Of Science & Technology Beijing||银河护卫|
|Changchun University Of Technology||扫地僧|
|University Of Science & Technology Beijing||做的都对|
|Hangzhou Dianzi University||Carnation|
|Beijing Institute Of Technology||Dream Chaser|
|Huizhou City College||东江|
|Taiyuan University Of Technology||TRoMaC_3|
|Taiyuan University Of Technology||TRoMaC_4|
|Taiyuan University Of Technology||TRoMaC_5|
Congratulations! Thank all of you for participating in this competition! We look forward to seeing you again next year.
RMUS at its core allows participants to win points by coding remotely for a modified RoboMaster EP to run automatically in an official game field. Each game lasts for five minutes, where robots rearrange minerals based on the information shown on the exchange tags to earn points. Participants will be ranked by their total points won.
Rules Manual (English): RoboMaster 2022 University Sim2Real Challenge Rules Manual v1.0
Rules Manual (Chinese): RoboMaster 2022 高校Sim2Real挑战赛比赛规则手册v1.0
|  Prize||Ranking||Quantity||    Awards|
|  Grand price||First place||1||
|  First prize||Second place||1||
|  Second prize||5-8||4||
|  Third prize||Teams that have passed the technical assessment but not advanced to top 8||Multiple (to be determined based on the results of all teams)||
|  Honorable award||Teams that have submitted codes for simulation but not passed the technical assessment||Multiple||
Copyright @ 2022 AIR Sim2Real Committee & RoboMaster Organizing Committee. All Rights Reserved