AboutPublicationsWritingsProjects

Projects

Things I've built, shipped, and tinkered with.

2025

Inferring Prognosis for Macroscopic Hepatocellular Carcinoma

Inferring Prognosis for Macroscopic Hepatocellular Carcinoma

Using multi-modal deep learning to predict disease progression in Hepatocellular Carcinoma (HCC) patients by integrating clinical data and medical imaging.

# healthcare# deep-learning# multi-modal-ml

2024

Redistribution-based Cost Inference for Safe Offline RL

Redistribution-based Cost Inference for Safe Offline RL

Integrating expert feedback into offline RL to enhance decision-making in safety-critical environments while minimizing risks associated with live trials.

# offline-rl# rlhf# safe-ai# constrained-rl

2023

Learning World Value Functions(WVFs) without Exploration

Learning World Value Functions(WVFs) without Exploration

Exploring how offline RL algorithms learn goal-oriented representations - World Value Functions (WVF), emphasizing the importance of dataset size and diversity.

# offline-rl# deep-learning# goal-oriented-rl

© 2026 Ebenezer Gelo