Philip Amortila
Philip Amortila
Verified email at illinois.edu
Title
Cited by
Cited by
Year
Constrained Markov Decision Processes via Backward Value Functions
H Satija, P Amortila, J Pineau
International Conference on Machine Learning (ICML) 2020, 2020
32020
Exponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functions
G Weisz, P Amortila, C Szepesvári
arXiv preprint arXiv:2010.01374, 2020
12020
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms
P Amortila, D Precup, P Panangaden, MG Bellemare
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
12020
A Variant of the Wang-Foster-Kakade Lower Bound for the Discounted Setting
P Amortila, N Jiang, T Xie
arXiv preprint arXiv:2011.01075, 2020
2020
Couplings in Reinforcement Learning: Applications to State Abstraction and Algorithm Analysis
P Amortila
McGill University, Masters Thesis, 2019
2019
Temporally Extended Metrics for Markov Decision Processes.
P Amortila, MG Bellemare, P Panangaden, D Precup
AAAI 2019 Safety in AI workshop, 2019
2019
Learning Graph Weighted Models on Pictures
P Amortila, G Rabusseau
International Conference on Grammatical Inference 2018, 2018
2018
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