Santiago Ontañón - Concepedia

Author

Santiago Ontañón

Also Known As

Brandon Packard, Emily C. LeBlanc, Jae Hoon Kim, Onta\~n\'on, Santiago, Ontanon, Santiago, Ontañón, Santiago, Robert C. Gray, Santiago Ontanon, Santiago Ontanón, Santiago OntaÑón

262

Publications

4.8K

Citations

H-Index

166

Concepts

All Affiliations

Drexel University Artificial Intelligence Research Institute Google (United States)University of Central Florida Georgia Institute of Technology

About

Santiago Ontañón is an author at Drexel University specializing in engineering, computer science, and artificial intelligence.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	27	57	2.9K
2	Language Studies	13	18	1.3K
3	Arts	12	13	358
4	Business	11	12	525
5	Education	6	6	499

Santiago Ontañón

Publications

3.5K

Citations

H-Index

Page 1

	Year	Citations
FNet: Mixing Tokens with Fourier Transforms James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies EngineeringMachine LearningSantiago OntanonLanguage ProcessingNatural Language Processing	2022	467
A Closer Look at Invalid Action Masking in Policy Gradient Algorithms Shengyi Huang, Santiago Ontañón Proceedings of the ... International Florida Artificial Intelligence Research Society Conference Artificial IntelligencePolicy Gradient AlgorithmsEngineeringMachine LearningGame Theory	2022	334
Big Bird: Transformers for Longer Sequences Manzil Zaheer, Guru Guruganesh, Avinava Dubey, arXiv (Cornell University) Structured PredictionLlm Fine-tuningEngineeringMachine LearningSparse Attention Mechanism	2020	273
ETC: Encoding Long and Structured Inputs in Transformers Joshua Ainslie, Santiago Ontañón, Chris Alberti, EngineeringPart-of-speech TaggingJoshua AinslieLanguage ProcessingText Mining	2020	262
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo, Joshua Ainslie, David Uthus, Findings of the Association for Computational Linguistics: NAACL 2022	2022	193
A Survey of Real-Time Strategy Game AI Research and Competition in StarCraft Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, IEEE Transactions on Computational Intelligence and AI in Games Artificial IntelligenceGame AiEngineeringGame TheoryRts Game Ai	2013	138
The Combinatorial Multi-Armed Bandit Problem and Its Application to Real-Time Strategy Games Santiago Ontañón Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningGame Theory	2013	103
Combinatorial Multi-armed Bandits for Real-Time Strategy Games Santiago Ontañón Journal of Artificial Intelligence Research Artificial IntelligenceEngineeringGame TheoryComputational Game TheoryOperations Research	2017	81
Adversarial hierarchical-task network planning for complex real-time games Santiago Ontañón, Michael Buro International Conference on Artificial Intelligence Artificial IntelligenceGame AiEngineeringGame TheoryGlobal Planning	2015	76
Learning to Generate Video Game Maps Using Markov Models Sam Snodgrass, Santiago Ontañón IEEE Transactions on Computational Intelligence and AI in Games Artificial IntelligenceGame AiEngineeringGame TheoryData Science	2016	73

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