Anurag Koul

According to our database, Anurag Koul authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

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, John Langford, Alex Lamb

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Offline Policy Comparison with Confidence: Benchmarks and Baselines.

Anurag Koul, Mariano Phielipp, Alan Fern

CoRR, 2022

2021

Re-understanding Finite-State Representations of Recurrent Policy Networks.

Mohamad H. Danesh, Anurag Koul, Alan Fern, Saeed Khorram

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Dream and Search to Control: Latent Space Planning for Continuous Control.

Anurag Koul, Varun V. Kumar, Alan Fern, Somdeb Majumdar

CoRR, 2020

Understanding Finite-State Representations of Recurrent Policy Networks.

Mohamad H. Danesh, Anurag Koul, Alan Fern, Saeed Khorram

CoRR, 2020

2019

Learning Finite State Representations of Recurrent Policy Networks.

Anurag Koul, Alan Fern, Sam Greydanus

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Visualizing and Understanding Atari Agents.

Samuel Greydanus, Anurag Koul, Jonathan Dodge, Alan Fern

Proceedings of the 35th International Conference on Machine Learning, 2018