Skip to content
Gyanateet Dutta
Work·Tools·Academic·Figures·CV

Work

2023Systems

AWS AI/ML Scholar

I like training a small agent until it can hold a line. From July 2022 to June 2023 I was an AWS AI/ML Scholar and finished in the top 15% of the DeepRacer scholarship league, with PPO agents in the AWS simulator.

An ink oval track on warm paper with a small dark mark on the line.
Fig. 1A mark travels an ink oval and the path grows smoother. Generated illustration of the method, not a capture.
Scope

Evaluated in the AWS DeepRacer scholarship-league simulator.

Stack
AWS, DeepRacer, PPO, Reinforcement Learning
Links
linkedin.com

Also

  • 2026CUDA Blackwell Labs
  • 2026Agentic structure-from-motion
  • 2026PCOS edge agent
  • 2024Dalton Mills VR Reconstruction
  • B3tt3r: 3D Reconstruction
GitHub· ORCID· Google Scholar· LinkedIn· Hugging Face· X