← Search

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 10Source ↗Scholar ↗
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 38Source ↗PDF ↗Scholar ↗