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← Authors

Tyler Kastner

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICML (1)

Top co-authors

Murat A Erdogdu (2) Amir-massoud Farahmand (2) Mark Rowland (2) Prakash Panangaden (1) Yunhao Tang (1) Pablo Samuel Castro (1)

Keywords

deep reinforcement learning (1) representation learning (1) distributional reinforcement learning (1) markov decision process (1) risk-sensitive reinforcement learning (1) state similarity (1) behavioural distance (1) model equivalence (1)

Papers

Categorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics ICML 2025 Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning NIPS 2023 MICo: Improved representations via sampling-based state similarity for Markov decision processes NIPS 2021