Visualizing and Understanding Atari Agents. - Samuel Greydanus; Anurag Koul; Jonathan Dodge; Alan Fern (ICML, 2018)

Learning Finite State Representations of Recurrent Policy Networks. - Anurag Koul; Alan Fern; Sam Greydanus (ICLR (Poster), 2019)

Understanding Finite-State Representations of Recurrent Policy Networks. - Mohamad H. Danesh; Anurag Koul; Alan Fern; Saeed Khorram (CoRR, 2020)

Dream and Search to Control: Latent Space Planning for Continuous Control. - Anurag Koul; Varun V. Kumar; Alan Fern; Somdeb Majumdar (CoRR, 2020)

Re-understanding Finite-State Representations of Recurrent Policy Networks. - Mohamad H. Danesh; Anurag Koul; Alan Fern; Saeed Khorram (ICML, 2021)

Offline Policy Comparison with Confidence: Benchmarks and Baselines. - Anurag Koul; Mariano Phielipp; Alan Fern (CoRR, 2022)

PcLast: Discovering Plannable Continuous Latent States. - Anurag Koul; Shivakanth Sujit; Shaoru Chen; Ben Evans; Lili Wu; Byron Xu; Rajan Chari; Riashat Islam; Raihan Seraj; Yonathan Efroni; Lekan P. Molu; Miroslav Dudík; et al. (ICML, 2024)