Published 'Dyn-O: Building Structured World Models with Object-Centric Representations' at NeurIPS 2025.
Published 'Improving Token-Based World Models with Parallel Observation Prediction' at ICML 2024.
Published 'Reachability-Aware Laplacian Representation in Reinforcement Learning' at ICML 2023.
Published 'The Geometry of Robust Value Functions' at ICML 2022.
Published 'Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing' at ICML 2021.
Served as reviewer and area chair for top conferences and journals including AAAI (2023–2025), ICLR (2020–2025), ICML (2020–2025), NeurIPS (2020–2024), etc.
Submitted to MineRL competition 2019.
Curated a list of papers on generalization in (deep) reinforcement learning.