Follow
Jesse Hostetler
Jesse Hostetler
UL Digital Safety Research Institute
Verified email at ul.org - Homepage
Title
Cited by
Cited by
Year
Learning probabilistic behavior models in real-time strategy games
E Dereszynski, J Hostetler, A Fern, T Dietterich, TT Hoang, M Udarbe
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2011
1192011
State aggregation in Monte Carlo tree search
J Hostetler, A Fern, T Dietterich
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
462014
Inferring strategies from limited reconnaissance in real-time strategy games
J Hostetler, EW Dereszynski, TG Dietterich, A Fern
arXiv preprint arXiv:1210.4880, 2012
272012
A domain-agnostic approach for characterization of lifelong learning systems
MM Baker, A New, M Aguilar-Simon, Z Al-Halah, SMR Arnold, ...
Neural Networks 160, 274-296, 2023
132023
Sample-based tree search with fixed and adaptive state abstractions
J Hostetler, A Fern, T Dietterich
Journal of Artificial Intelligence Research 60, 717-777, 2017
122017
Conformal prediction intervals for markov decision process trajectories
TG Dietterich, J Hostetler
arXiv preprint arXiv:2206.04860, 2022
112022
Empirical usage metadata in learning objects
G Nugent, K Kupzyk, SA Riley, LD Miller, J Hostetler, LK Soh, A Samal
2009 39th IEEE Frontiers in Education Conference, 1-6, 2009
102009
Progressive Abstraction Refinement for Sparse Sampling.
J Hostetler, A Fern, TG Dietterich
UAI, 365-374, 2015
92015
Model-free generative replay for lifelong reinforcement learning: Application to starcraft-2
Z Daniels, A Raghavan, J Hostetler, A Rahman, I Sur, M Piacentino, ...
arXiv preprint arXiv:2208.05056, 2022
82022
Lifelong learning using eigentasks: Task separation, skill acquisition, and selective transfer
A Raghavan, J Hostetler, I Sur, A Rahman, A Divakaran
arXiv preprint arXiv:2007.06918, 2020
82020
Dynamically throttleable neural networks (TNN)
H Liu, S Parajuli, J Hostetler, S Chai, B Bhanu
arXiv preprint arXiv:2011.02836, 2020
62020
On adversarial policy switching with experiments in real-time strategy games
B King, A Fern, J Hostetler
Proceedings of the International Conference on Automated Planning and …, 2013
62013
Monte Carlo Tree Search with Fixed and Adaptive Abstractions
JA Hostetler
52017
Outcome-guided counterfactuals for reinforcement learning agents from a jointly trained generative latent space
E Yeh, P Sequeira, J Hostetler, M Gervasio
arXiv preprint arXiv:2207.07710, 2022
32022
Toward runtime-throttleable neural networks
J Hostetler
arXiv preprint arXiv:1905.13179, 2019
32019
System design for an integrated lifelong reinforcement learning agent for real-time strategy games
I Sur, Z Daniels, A Rahman, K Faber, G Gallardo, T Hayes, C Taylor, ...
Proceedings of the Second International Conference on AI-ML Systems, 1-9, 2022
22022
A Framework for Understanding and Visualizing Strategies of RL Agents
P Sequeira, D Elenius, J Hostetler, M Gervasio
arXiv preprint arXiv:2208.08552, 2022
22022
Dynamically throttleable neural networks
H Liu, S Parajuli, J Hostetler, S Chai, B Bhanu
Machine Vision and Applications 33 (4), 59, 2022
22022
Generative memory for lifelong reinforcement learning
A Raghavan, J Hostetler, S Chai
arXiv preprint arXiv:1902.08349, 2019
22019
Embedding planning technology into satellite systems
D Kortenkamp, P Bonasso, D Musliner, M Pelican, J Hostetler
Infotech@ Aerospace 2011, 1564, 2011
22011
The system can't perform the operation now. Try again later.
Articles 1–20