Publications

Journals & Conferences

1. RLC

   Rethinking the Foundations for Continual Reinforcement Learning

   Esraa Elelimy, David Szepesvari, Martha White, and Michael Bowling

   Reinforcement Learning Conference (RLC), 2025
2. RLC

   Deep Reinforcement Learning with Gradient Eligibility Traces

   Esraa Elelimy*, Brett Daley*, Andrew Patterson, Marlos C. Machado, Adam White, and Martha White

   Reinforcement Learning Conference (RLC), 2025
3. Neurips

   Real-Time Recurrent Learning using Trace Units in Reinforcement Learning

   Esraa Elelimy, Adam White, Michael Bowling, and Martha White

   Advances in Neural Information Processing Systems (NeurIPS), 2024
4. TMLR

   AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning

   Subhojeet Pramanik, Esraa Elelimy, Marlos C Machado, and Adam White

   Transactions on Machine Learning Research (TMLR), 2024
5. AINA

   Time Synchronization for Automotive Prototyping and Testing Platforms

   Esraa Elelimy, and Andrew Azmy

   In Advanced Information Networking and Applications (AINA), 2021

Extended Abstracts

1. RLDM

   Rethinking the Foundations for Continual Reinforcement Learning

   Michael Bowling, and Esraa Elelimy

   Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM), 2025

Preprints

1. Investigating the Histogram Loss in Regression

   Ehsan Imani, Kai Luedemann, Sam Scholnick-Hughes, Esraa Elelimy, and Martha White

   arXiv preprint arXiv:2402.13425, 2024