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  • Providence, RI
  • 07:18 (UTC -12:00)
  • LinkedIn in/arniehe
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Arnie-He/README.md

Hi, this is Naicheng He(Arnie)

I am an undergraduate student and a member of the E-GLAMOR group at Brown University advised by Professor Amy Greenwald and Chen Sun. My interest lies in the intersection of games, learning, and optimization.

Projects I've done:
1. Pipelining natural language to multi-robot task allocation. Commanding a team of robots to do a sequence of tasks is hard, so we utilized a middle layer of logic to investigate both direct commanding and human-robot collaboration in this project. For example, a command could look like "do A and do B but not before you do C. I will do D first." We have significantly improved success rate by fine-tuning an LLM on natural language to linear temporal logic translation and then carrying out the task using LTL commands. The current write-up can be viewed here.

Pinned

  1. AutoAutism AutoAutism Public

    A Python implementation of Autism auto detection(novel data)

    2

  2. Game-Don-t-Extinct Game-Don-t-Extinct Public

    An improvisation to the classic dinosaur game(we all loved it)

    Pyret

  3. KD-Tree-in-Pyret KD-Tree-in-Pyret Public

    Basic Implementation of KD-Tree in Pyret

  4. MultiLang2LTL MultiLang2LTL Public

    code space for the final project of ENGN 2912U. Multi robot planning powered by natural language to linear temporal logic translation.

    Python