“Hello, Darlings...”
Starting our humble beginnings as contributors to the Donkey Car project, the Donkey Darlings aim to help bring low-scale, efficient reinforcement learning algorithms to the self-driving domain. Working with a variety of hardware, reliable implementation of these algorithms is our priority in advancing the accessibility of the field.
Our Mission
- — Develop sophisticated reinforcement learning algorithms that are able to run on low capability hardware
- — Implement self-driving that can adapt to a wide variety of environments and hardware
- — Advance multi-agent learning in the complex domain of driving and transportation
- — Graduate, sell our souls to Waymo, and cash out
Current Donkey Darlings
Khuzaima Hameed
PhD Student
Donkey Director
Research interests:
Optimal treatment regimes on networks, automation, and mobile health
Saran Ahluwalia
Post-Bacc Student
Donkey Deputy
Research interests:
Reinforcement learning, language modeling, deep learning, and statistical learning applied to urban policy and public health
Ben Hu
PhD Student
Donkey Deputy
Research interests:
Reinforcement learning and deep learning
Faizaan Azeem
High School Student
Major: N/A
Research interests: Reinforcement learning & computer vision
Manali Shirsekar
Undergraduate Student
Major: Computer Science
Research interests: Reinforcement learning