UTCS Artificial Intelligence
ishand [at] cs utexas edu
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch
Siddarth Desai, Ishan Durugkar, Haresh Karnan, Garrett Warnell, Josiah Hanna, and Peter Stone, In
Proceedings of the 34th International Conference on Neural Information Processing Systems (NeurIPS 2020)
, Virtual, December 2020.
Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning
Ishan Durugkar, Elad Liebman, and Peter Stone,
Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020)
On Sampling Error in Batch Action-Value Prediction Algorithms
Brahma S. Pavse, Josiah P. Hanna, Ishan Durugkar, and Peter Stone, In
In the Offline Reinforcement Learning Workshop at Neural Information Processing Systems (NeurIPS), December 2020.
, Remote (Virtual Conference), December 2020.
Reducing Sampling Error in Batch Temporal Difference Learning
Brahma Pavse, Ishan Durugkar, Josiah Hanna, and Peter Stone, In
Proceedings of the 37th International Conference on Machine Learning (ICML)
, Vienna, Austria (Virtual Conference), July 2020.
TD Learning with Constrained Gradients
Ishan Durugkar and Peter Stone, In
Proceedings of the Deep Reinforcement Learning Symposium, NIPS 2017
, Long Beach, CA, USA, December 2017.
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