Ishan Durugkar

Ishan Durugkar

Research Scientist at Sony AI. Interested in research and applications of Reinforcement Learning (RL), Multiagent RL, and Robotics

Reducing Sampling Error in Batch Temporal Difference Learning

Published in International Conference on Machine Learning, 2020

Recommended citation: Brahma S. Pavse, Ishan Durugkar, Josiah P. Hanna, Peter Stone. (2020). "Reducing Sampling Error in Batch Temporal Difference Learning". International Conference on Machine Learning, 2020. https://idurugkar.github.com/files/PSEC-TD.pdf

Download paper here

Reducing the error due to sampling in TD learning.

Recommended citation: Brahma S. Pavse, Ishan Durugkar, Josiah P. Hanna, Peter Stone. (2020). “Reducing Sampling Error in Batch Temporal Difference Learning”. International Conference on Machine Learning, 2020.