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Kyle Williams

3 accepted papers

2026

Learning Cooperative Strategies for Drone Swarms Using Multi-Agent Reinforcement Learning

ICRA 2026poster

In this work, we investigate cooperative strategies for an evader drone team of various sizes using multi-agent reinforcement learning in a multi-agent pursuit-evasion scenario. The objective of the evader team is to reach a goal with minimal velocity while not colliding with the pursuer team. The o…

Cited by 0Scholar
2024

CrazySim: A Software-in-the-Loop Simulator for the Crazyflie Nano Quadrotor

ICRA 2024poster

In this work we develop a software-in-the-loop simulator platform for Crazyflie nano quadrotor drone fleets. One of the challenges in maintaining a large fleet of drones is ensuring that the fleet performs its task as expected without collision, and this becomes more challenging as the number of dro…

Cited by 10SourceScholar
2022

MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations

EMNLP 2022finding

We introduce MedicalSum, a transformer-based sequence-to-sequence architecture for summarizing medical conversations by integrating medical domain knowledge from the Unified Medical Language System (UMLS). The novel knowledge augmentation is performed in three ways: (i) introducing a guidance signal…

Cited by 38SourcePDFScholar