Santiago Ontañón

Drexel University — United States

Computer Science · Physical Sciences

31h-index4.8kcitations262works45.82yr avg
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Research Topics

Artificial Intelligence in Games(112), AI-based Problem Solving and Planning(48), Natural Language Processing Techniques(46), Reinforcement Learning in Robotics(42), Digital Games and Media(42)

Publications262 total

Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
arXiv (Cornell University)·2024Open Access
Deep reinforcement learning with procedural content generation in RTS games
2024Open Access
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
arXiv (Cornell University)·2024· 270 citedOpen Access
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
2024Open Access
StarCraft Bots and Competitions
Encyclopedia of Computer Graphics and Games·2024
RTS AI Problems and Techniques
Encyclopedia of Computer Graphics and Games·2024· 5 cited
Distribution Fairness in Multiplayer AI Using Shapley Constraints
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment·2023Open Access
Functional Interpolation for Relative Positions Improves Long Context Transformers
arXiv (Cornell University)·2023· 2 citedOpen Access
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
arXiv (Cornell University)·2023Open Access
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
arXiv (Cornell University)·2023Open Access
Beyond UCT: MAB Exploration Improvements for Monte Carlo Tree Search
2023· 4 cited
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences
arXiv (Cornell University)·2023· 1 citedOpen Access
Multi-Task End-to-End Training Improves Conversational Recommendation
arXiv (Cornell University)·2023· 2 citedOpen Access
Improving Fairness in Adaptive Social Exergames via Shapley Bandits
2023· 4 citedOpen Access
CoLT5: Faster Long-Range Transformers with Conditional Computation
arXiv (Cornell University)·2023· 1 citedOpen Access
CoLT5: Faster Long-Range Transformers with Conditional Computation
2023· 23 citedOpen Access
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences
2023· 8 citedOpen Access
Player Modeling in Adaptive Games via Multi-Armed Bandits
2022· 1 citedOpen Access
Using artificial intelligence to optimize delivery of weight loss treatment: Protocol for an efficacy and cost-effectiveness trial
Contemporary Clinical Trials·2022· 20 citedOpen Access
Examining virtual driving test performance and its relationship to individuals with HIV-associated neurocognitive disorders
Frontiers in Neuroscience·2022· 6 citedOpen Access
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Frequent Co-authors

Enric Plaza(9), Joshua Ainslie(7), Ashwin Ram(7), Jichen Zhu(7), Sam Snodgrass(5), Evan M. Forman(4), Chris Alberti(3), Philip Pham(3), Anirudh Ravula(3), Qifan Wang(3), Vaclav Cvicek(3), Kinshuk Mishra(3), Neha Sugandh(3), Alberto Uriarte(3), Manish Mehta(3), Josep Valls-Vargas(3), Shengyi Huang(2), Siddhartha Brahma(2), Zachary Fisher(2), Sumit Sanghai(2)