Tyler Kastner

According to our database, Tyler Kastner authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning.

Claas Voelcker, Tyler Kastner, Igor Gilitschenski, Amir-massoud Farahmand

CoRR, 2024

2023

A Kernel Perspective on Behavioural Metrics for Markov Decision Processes.

Pablo Samuel Castro, Tyler Kastner, Prakash Panangaden, Mark Rowland

Trans. Mach. Learn. Res., 2023

Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning.

Tyler Kastner, Murat A. Erdogdu, Amir-massoud Farahmand

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

MICo: Learning improved representations via sampling-based state similarity for Markov decision processes.

Pablo Samuel Castro, Tyler Kastner, Prakash Panangaden, Mark Rowland

CoRR, 2021

MICo: Improved representations via sampling-based state similarity for Markov decision processes.

Pablo Samuel Castro, Tyler Kastner, Prakash Panangaden, Mark Rowland

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021