Ontanon, Santiago

20 publications

ICLR 2024 Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform Shengyi Huang, Jiayi Weng, Rujikorn Charakorn, Min Lin, Zhongwen Xu, Santiago Ontanon

ICLR 2024 Functional Interpolation for Relative Positions Improves Long Context Transformers Shanda Li, Chong You, Guru Guruganesh, Joshua Ainslie, Santiago Ontanon, Manzil Zaheer, Sumit Sanghai, Yiming Yang, Sanjiv Kumar, Srinadh Bhojanapalli

ICLRW 2022 LogicInference: A New Datasaet for Teaching Logical Inference to Seq2seq Models Santiago Ontanon, Joshua Ainslie, Vaclav Cvicek, Zachary Fisher

NeurIPS 2020 Big Bird: Transformers for Longer Sequences Manzil Zaheer, Guru Guruganesh, Kumar Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed

JAIR 2017 Combinatorial Multi-Armed Bandits for Real-Time Strategy Games Santiago Ontañón

IJCAI 2017 Player Movement Models for Video Game Level Generation Sam Snodgrass, Santiago Ontañón

IJCAI 2016 Controllable Procedural Content Generation via Constrained Multi-Dimensional Markov Chain Sampling Sam Snodgrass, Santiago Ontañón

IJCAI 2015 Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games Santiago Ontañón, Michael Buro

IJCAI 2015 Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops Josep Valls-Vargas, Jichen Zhu, Santiago Ontañón

MLJ 2012 Similarity Measures over Refinement Graphs Santiago Ontañón, Enric Plaza

IJCAI 2011 On the Role of Domain Knowledge in Analogy-Based Story Generation Santiago Ontañón, Jichen Zhu

ICML 2010 Multiagent Inductive Learning: An Argumentation-Based Approach Santiago Ontañón, Enric Plaza

IJCAI 2009 Goal-Driven Learning in the GILA Integrated Intelligence Architecture Jainarayan Radhakrishnan, Santiago Ontañón, Ashwin Ram

AAAI 2008 On-Line Case-Based Plan Adaptation for Real-Time Strategy Games Neha Sugandh, Santiago Ontañón, Ashwin Ram

IJCAI 2007 Case-Based Learning from Proactive Communication Santiago Ontañón, Enric Plaza

ICML 2005 Recycling Data for Multi-Agent Learning Santiago Ontañón, Enric Plaza

ECML-PKDD 2004 Justification-Based Selection of Training Examples for Case Base Reduction Santiago Ontañón, Enric Plaza

ICML 2003 Justification-Based Multiagent Learning Santiago Ontañón, Enric Plaza

ECML-PKDD 2002 Case Exchange Strategies in Multiagent Learning Santiago Ontañón, Enric Plaza

ECML-PKDD 2001 Learning When to Collaborate Among Learning Agents Santiago Ontañón, Enric Plaza