Hands-on Sessions & Challenge

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

The MRSS 2023 hands-on sessions and competition will explore how to build an autonomous visual navigation pipeline for the Unitree Go1 Quadruped Robot. Participants will get the opportunity to learn about the theoretical and practical aspects of Simultaneous localization and mapping (SLAM). We will use visual fiducial tags (April Tags) for mapping an obstacle course and navigate to specified goal locations.

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For the final challenge, participants will be expected to investigate how Deep Reinforcement Learning (DRL) can contribute to the control and/or planning aspects of the navigation pipeline. DRL policies will be trained in the Isaac Gym simulator and deployed on a Go1 unit to solve navigation tasks involving previously unseen obstacle layouts.

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Navigation task

There are 6 teams and two arenas. Each team will get 10 minutes to evaluate their method on the hardware 3 times in each areana.

  1. Arenas:
    1. We will setup a set of obstacel courses for the robot to traverse.
    2. We will adjust these obstacle courses such that the layout changes before the final compeition. This way we can’t use hard coded navigation systems that don’t adapt to the changes in the arena.
      1. The arenas will include large obstacles with marked tags that should be avoided to succeed.
      2. Additionally, low terrain obstacels, will be added to the map that the robot will have to traverse
  2. Evaluation:
    1. Teams will be scored based on their distance from the goal when their robot stops moving.
    2. LOWEST SCORE IS BEST
    3. +25 points for running into the goal.
    4. +50 pts for running into the obstacle
    5. Each team will get three chances to evalaute their solution on two different arena layouts.

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