Santiago Ontañón

Santiago Ontañón, Alberto Uriarte, M. Balduccini, 2021, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

Understanding mario: an evaluation of design metrics for platformers

Santiago Ontañón, Levi Lelis, Julian R. H. Mariño, 2017, FDG.

LongT5: Efficient Text-To-Text Transformer for Long Sequences

David C. Uthus, Mandy Guo, Yun-Hsuan Sung, 2021, NAACL-HLT.

Memory Retrieval Surface Similarity Structural Similarity Past Memories Main Story Graph Story Engine Analogy : SME ALES Recalled Memories Desires Intentionality User Interface Memories Scene , Memory Analogue User Commands Actions Scene RiuAuthored

Santiago Ontañón, Jichen Zhu, 2010 .

Encyclopedia of bacterial gene circuits whose presence or absence correlate with pathogenicity – a large-scale system analysis of decoded bacterial genomes

Santiago Ontañón, A. Tozeren, Maksim Shestov, 2015, BMC Genomics.

Argumentation-based Multiagent Induction

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2010, ECAI 2010.

An Argumentation-Based Framework for Deliberation in Multi-agent Systems

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2007, ArgMAS.

Case-Based Story Generation through Story Amalgamation

Santiago Ontañón, E. Plaza, Jichen Zhu, 2012 .

Argument-Based Case Revision in CBR for Story Generation

Jichen Zhu, Santiago Ontañón, Enric Plaza, 2015, ICCBR.

Guest Editorial Real-Time Strategy Games

Santiago Ontañón, Mike Preuss, Michael Buro, 2016, IEEE Trans. Comput. Intell. AI Games.

RTS AI Problems and Techniques

M. Preuss, Gabriel Synnaeve, Santiago Ontañón, 2019, Encyclopedia of Computer Graphics and Games.

A Probabilistic Automata Framework for Behavioral Recognition

Santiago Ontañón, J. L. Montaña, Carlos Ortiz – Sobremazas, 2015 .

TRUE : Traces for Reusing Users ’ Experiences – Cases , Episodes , and Stories

Michael W. Floyd, Santiago Ontañón, E. Plaza, 2012 .

An overview of distance and similarity functions for structured data

Santiago Ontañón, 2020, Artificial Intelligence Review.

Antonio A. Sánchez-Ruiz-Granados, Santiago Ontañón, E. Plaza, 2016, Journal of Intelligent Information Systems.

Encyclopedia of bacterial gene circuits whose presence or absence correlate with pathogenicity – a large-scale system analysis of decoded bacterial genomes

Santiago Ontañón, A. Tozeren, Maksim Shestov, 2015, BMC Genomics.

FNet: Mixing Tokens with Fourier Transforms pdf

Joshua Ainslie, Santiago Ontanon, Ilya Eckstein, 2021, NAACL.

Coordinated inductive learning using argumentation-based communication

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2015, Autonomous Agents and Multi-Agent Systems.

Walling in Strategy Games via Constraint Optimization

Santiago Ontañón, Florian Richoux, Alberto Uriarte, 2014, AIIDE.

A semantic network-based evolutionary algorithm for modeling memetic evolution and creativity pdf

Santiago Ontañón, Ramón López de Mántaras, Atilim Günes Baydin, 2014, ArXiv.

A Dynamic Bayesian Network Framework for Learning from Observation

Santiago Ontañón, Avelino J. Gonzalez, José Luis Montaña, 2013, CAEPIA.

Big Bird: Transformers for Longer Sequences

M. Zaheer, Amr Ahmed, Kumar Avinava Dubey, 2020, NeurIPS.

Procedural level generation using multi-layer level representations with MdMCs

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2017, 2017 IEEE Conference on Computational Intelligence and Games (CIG).

ON‐LINE CASE‐BASED PLANNING

Santiago Ontañón, Ashwin Ram, Kinshuk Mishra, 2010, Comput. Intell..

Kiting in RTS Games Using Influence Maps

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2012, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

Learning to Generate Video Game Maps Using Markov Models

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2017, IEEE Transactions on Computational Intelligence and AI in Games.

Rotating boson stars using finite differences and global Newton methods

Santiago Ontañón, M. Alcubierre, 2021, Classical and Quantum Gravity.

An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration

Santiago Ontañón, James A. Hendler, Thomas G. Dietterich, 2012, TIST.

Refinement-Based Similarity Measure over DL Conjunctive Queries

Santiago Ontañón, Pedro A. González-Calero, Enric Plaza, 2013, ICCBR.

ETC: Encoding Long and Structured Inputs in Transformers

Li Yang, Sumit Sanghai, Chris Alberti, 2020, EMNLP.

Stochastic Plan Optimization in Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, Andrew Trusty, 2008, AIIDE.

Player-Centered AI for Automatic Game Personalization: Open Problems

Santiago Ontañón, Jichen Zhu, Santiago Ontañón, 2020, FDG.

On Knowledge Transfer in Case-Based Inference

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2012, ICCBR.

Amalgam-Based Reuse for Multiagent Case-Based Reasoning

Santiago Ontañón, Enric Plaza, Sergio Manzano, 2011, ICCBR.

Santiago Ontañón, Pedro A. González-Calero, Enric Plaza, 2011, ICCBR.

Case-Based Reasoning and User-Generated Artificial Intelligence for Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, A. Ram, 2011 .

DRAMA MANAGEMENT AND PLAYER MODELING FOR INTERACTIVE FICTION GAMES

Santiago Ontañón, Ashwin Ram, Manu Sharma, 2010, Comput. Intell..

The Explanatory Power of Symbolic Similarity in Case-Based Reasoning

Santiago Ontañón, Eva Armengol, Enric Plaza, 2005, Artificial Intelligence Review.

Can the artificial intelligence technique of reinforcement learning use continuously-monitored digital data to optimize treatment for weight loss?

Santiago Ontañón, Evan M. Forman, Stephanie G. Kerrigan, 2018, Journal of Behavioral Medicine.

Using artificial intelligence to optimize delivery of weight loss treatment: Protocol for an efficacy and cost-effectiveness trial.

Santiago Ontañón, J. Tilford, M. Butryn, 2022, Contemporary clinical trials.

A semantic network-based evolutionary algorithm for computational creativity

Santiago Ontañón, Ramón López de Mántaras, Atilim Günes Baydin, 2014, Evol. Intell..

Examining virtual driving test performance and its relationship to individuals with HIV-associated neurocognitive disorders

Elizabeth A. Walshe, Santiago Ontañón, B. Ances, 2022, Frontiers in Neuroscience.

Structural plan similarity based on refinements in the space of partial plans

Santiago Ontañón, Antonio A. Sánchez-Ruiz-Granados, Santiago Ontañón, 2017, Comput. Intell..

Amalgams: A Formal Approach for Combining Multiple Case Solutions

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2010, ICCBR.

Improving Terrain Analysis and Applications to RTS Game AI

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2016, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

Player movement models for platformer game level generation

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2017, IJCAI 2017.

Experiments in map generation using Markov chains

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2014, FDG.

Programming in game space: how to represent parallel programming concepts in an educational game

B. Smith, Santiago Ontañón, B. Char, 2019, FDG.

Tracing Player Knowledge in a Parallel Programming Educational Game pdf

Jichen Zhu, Santiago Ontañón, Brian K. Smith, 2018, AIIDE.

Combat Models for RTS Games

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2016, IEEE Transactions on Games.

Automatic Learning of Combat Models for RTS Games

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2015, AIIDE.

Are Strong Policies Also Good Playout Policies? Playout Policy Optimization for RTS Games

Santiago Ontañón, Zuozhi Yang, Santiago Ontañón, 2020, AIIDE.

Bandit-Based Policy Optimization for Monte Carlo Tree Search in RTS Games

Santiago Ontañón, Zuozhi Yang, 2020, AIIDE Workshops.

Extracting Policies from Replays to Improve MCTS in Real Time Strategy Games

Santiago Ontañón, Zuozhi Yang, Santiago Ontañón, 2019, KEG@AAAI.

High-Level Representations for Game-Tree Search in RTS Games

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2014, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

Learning Map-Independent Evaluation Functions for Real-Time Strategy Games

Santiago Ontañón, Zuozhi Yang, Santiago Ontañón, 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG).

Single believe state generation for partially observable real-time strategy games

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2017, 2017 IEEE Conference on Computational Intelligence and Games (CIG).

Informed Monte Carlo Tree Search for Real-Time Strategy games

Santiago Ontañón, Santiago Ontañón, 2016, 2016 IEEE Conference on Computational Intelligence and Games (CIG).

Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, Neha Sugandh, 2008, ECCBR.

On-Line Case-Based Plan Adaptation for Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, Neha Sugandh, 2008, AAAI.

Using a novel clumpiness measure to unite data with metadata: Finding common sequence patterns in immune receptor germline V genes

Santiago Ontañón, Ali Shokoufandeh, Uri Hershberg, 2016, Pattern Recognit. Lett..

StarCraft Bots and Competitions

Santiago Ontañón, Mike Preuss, Florian Richoux, 2019, Encyclopedia of Computer Graphics and Games.

A Software Framework for Multi Player Robot Games

Santiago Ontañón, Søren Tranberg Hansen, Santiago Ontañón, 2010, ICSR.

Personalization Paradox in Behavior Change Apps

Jichen Zhu, Jennifer Villareale, Santiago Ontañón, 2021, Proc. ACM Hum. Comput. Interact..

Case-Based Prediction of Teen Driver Behavior and Skill

Santiago Ontañón, Avelino J. Gonzalez, Dana Bonfiglio, 2014, ICCBR.

Detection of driver health condition by monitoring driving behavior through machine learning from observation

Santiago Ontañón, F. Winston, Yi-Ching Lee, 2022, Expert Syst. Appl..

Case Acquisition Strategies for Case-Based Reasoning in Real-Time Strategy Games

Santiago Ontañón, Santiago Ontañón, 2012, FLAIRS.

Combinatorial Multi-armed Bandits for Real-Time Strategy Games pdf

Santiago Ontañón, Santiago Ontañón, 2017, J. Artif. Intell. Res..

MMPM: a Generic Platform for Case-Based Planning Research

Santiago Ontañón, Ashwin Ram, Marco Antonio Gómez Martín, 2010, CGAMES 2010.

Case-Based Planning and Execution for Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, Kinshuk Mishra, 2007, ICCBR.

A User Study on Learning from Human Demonstration

Santiago Ontañón, Brandon Packard, Santiago Ontañón, 2018, AIIDE.

Learning Behavior from Limited Demonstrations in the Context of Games

Santiago Ontañón, Brandon Packard, Santiago Ontañón, 2018, FLAIRS.

Refinement operators for directed labeled graphs with applications to instance-based learning

Santiago Ontañón, Ali Shokoufandeh, A. Shokoufandeh, 2018, Knowl. Based Syst..

RHOG: A Refinement-Operator Library for Directed Labeled Graphs pdf

Santiago Ontañón, Santiago Ontañón, 2016, ArXiv.

ADHD Prediction via Time Series Ensemble fed Driving Simulator Data

Santiago Ontañón, David Grethlein, Aleksanteri Sladek, 2021, FLAIRS.

Exploring Player Trace Segmentation for Dynamic Play Style Prediction

Jichen Zhu, Santiago Ontañón, Josep Valls-Vargas, 2021, AIIDE.

Multi-Task End-to-End Training Improves Conversational Recommendation

Judith Yue Li, D. Kuzmin, Santiago Ontañón, 2023, ArXiv.

Controllable Procedural Content Generation via Constrained Multi-Dimensional Markov Chain Sampling

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2016, IJCAI.

Adversarial Hierarchical-Task Network Planning for Complex Real-Time Games

Santiago Ontañón, Michael Buro, M. Buro, 2015, IJCAI.

The First microRTS Artificial Intelligence Competition

Santiago Ontañón, Levi Lelis, Rubens O. Moraes, 2018, AI Mag..

Game-Tree Search over High-Level Game States in RTS Games

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2014, AIIDE.

The VGLC: The Video Game Level Corpus pdf

Santiago Ontañón, Michael Mateas, Sam Snodgrass, 2016, ArXiv.

Narrative Hermeneutic Circle: Improving Character Role Identification from Natural Language Text via Feedback Loops

Jichen Zhu, Santiago Ontañón, Josep Valls-Vargas, 2015, IJCAI.

An argumentation framework for learning, information exchange, and joint-deliberation in multi-agent systems

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2011, Multiagent Grid Syst..

Collaborative Case Retention Strategies for CBR Agents

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2003, ICCBR.

Artificial Intelligence for Adaptive Computer Games

Santiago Ontañón, Ashwin Ram, Manish Mehta, 2007, FLAIRS.

Shall I Compare Thee to Another Story?—An Empirical Study of Analogy-Based Story Generation

Jichen Zhu, Santiago Ontañón, Santiago Ontañón, 2014, IEEE Transactions on Computational Intelligence and AI in Games.

Automated Generation of Cross-Domain Analogies via Evolutionary Computation

Santiago Ontañón, Ramón López de Mántaras, Atilim Günes Baydin, 2012, ICCC.

The SAM Algorithm for Analogy-Based Story Generation

Jichen Zhu, Santiago Ontañón, Santiago Ontañón, 2011, AIIDE.

On the Role of Domain Knowledge in Analogy-Based Story Generation

Jichen Zhu, Santiago Ontañón, Santiago Ontañón, 2011, IJCAI.

Towards Analogy-Based Story Generation

Jichen Zhu, Santiago Ontañón, Santiago Ontañón, 2010, ICCC.

An Approach to Domain Transfer in Procedural Content Generation of Two-Dimensional Videogame Levels

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2021, AIIDE.

Toward Automatic Role Identification in Unannotated Folk Tales

Jichen Zhu, Santiago Ontañón, Josep Valls-Vargas, 2014, AIIDE.

A defeasible reasoning model of inductive concept learning from examples and communication

Santiago Ontañón, Lluis Godo, Enric Plaza, 2012, Artif. Intell..

Towards a Logical Model of Induction from Examples and Communication

Santiago Ontañón, Lluis Godo, Enric Plaza, 2010, CCIA.

Empirical Argumentation: Integrating Induction and Argumentation in MAS

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2010, ArgMAS.

An Ensemble Learning and Problem Solving Architecture for Airspace Management

Santiago Ontañón, James A. Hendler, Thomas G. Dietterich, 2009, IAAI.

Learning collaboration strategies for committees of learning agents

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2006, Autonomous Agents and Multi-Agent Systems.

Predictive Modeling with Vehicle Sensor Data and IoT for Injury Prevention

Santiago Ontañón, Weimao Ke, Christopher Yang, 2018, 2018 IEEE 4th International Conference on Collaboration and Internet Computing (CIC).

Classification Algorithms for Biomedical Volume Datasets

Santiago Ontañón, Maite López-Sánchez, Eloi Puertas, 2005, CAEPIA.

Learning Methods applied to high-resolution CT volume data classification

Eloi Puertas, Anna Puig, Jesús Cerquides, 2006 .

Learning Methods for Automatic Classification of Biomedical Volume Datasets

Eloi Puertas, Oriol Pujol, Anna Puig, 2005 .

The 13th AAAI Conference on Arti cial Intelligence

Santiago Ontañón, Brian Magerko, Kristin Siu, 2018 .

Modeling Player Knowledge in a Parallel Programming Educational Game

Santiago Ontañón, B. Char, Jichen Zhu, 2020, IEEE Transactions on Games.

Contextual Combinatorial Bandits in Real-Time Strategy Games

Santiago Ontañón, Zuozhi Yang, Santiago Ontañón, 2021, 2021 IEEE Conference on Games (CoG).

Scaling up CCG-Based Plan Recognition via Monte-Carlo Tree Search

Santiago Ontañón, Christopher W. Geib, Pavan Kantharaju, 2019, 2019 IEEE Conference on Games (CoG).

μCCG, a CCG-based Game-Playing Agent for μRTS

Santiago Ontañón, Christopher W. Geib, Pavan Kantharaju, 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG).

Extracting CCGs for Plan Recognition in RTS Games

Santiago Ontañón, Christopher W. Geib, Pavan Kantharaju, 2019, KEG@AAAI.

RTS AI Problems and Techniques

Santiago Ontañón, Mike Preuss, Florian Richoux, 2019, Encyclopedia of Computer Graphics and Games.

Using Automated Replay Annotation for Case-Based Planning in Games

Santiago Ontañón, B. Weber, 2010 .

A Hierarchical Approach to Generating Maps Using Markov Chains

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2014, AIIDE.

Towards Player Preference Modeling for Drama Management in Interactive Stories

Santiago Ontañón, Ashwin Ram, Manu Sharma, 2007, FLAIRS.

Drama Management Evaluation for Interactive Fiction Games

Santiago Ontañón, Ashwin Ram, Manu Sharma, 2007, AAAI Fall Symposium: Intelligent Narrative Technologies.

Player Modeling Evaluation for Interactive Fiction

A. Ram, Santiago Ontañón, M. Mehta, 2007 .

Case-Based Reasoning Research and Development

Santiago Ontañón, Sarah Jane Delany, Santiago Ontañón, 2013, Lecture Notes in Computer Science.

Using a novel clumpiness measure to unite data with metadata: Finding common sequence patterns in immune receptor germline V genes

Gregory W. Schwartz, Uri Hershberg, A. Shokoufandeh, 2016, Pattern Recognit. Lett..

Simulator Pre-Screening of Underprepared Drivers Prior to Licensing On-Road Examination: Clustering of Virtual Driving Test Time Series Data

Elizabeth A. Walshe, Santiago Ontañón, Venk Kandadai, 2020, Journal of medical Internet research.

PSMAGE: Balanced map generation for StarCraft

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2013, 2013 IEEE Conference on Computational Inteligence in Games (CIG).

Leveraging Multi-Layer Level Representations for Puzzle-Platformer Level Generation

Santiago Ontañón, Sam Snodgrass, Santiago Ontañón, 2021, AIIDE Workshops.

Justification-based Multiagent Learning

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2003, ICML.

Learning to form dynamic committees

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2003, AAMAS '03.

Single Believe State Generation for Handling Partial Observability with MCTS in StarCraft

Santiago Ontañón, Alberto Uriarte, Santiago Ontañón, 2021, AIIDE Workshops.

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2012, Machine Learning.

Argumentation-Based Information Exchange in Prediction Markets

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2009, ArgMAS.

An Experimental Survey on Methods for Integrating Scripts Into Adversarial Search for RTS Games

Santiago Ontanon, Zuozhi Yang, Santiago Ontañón, 2022, IEEE Transactions on Games.

ETC: Encoding Long and Structured Inputs in Transformers

Li Yang, Sumit Sanghai, Chris Alberti, 2020, EMNLP.

Personalization Paradox in Behavior Change Apps pdf

Jichen Zhu, Jennifer Villareale, Robert C. Gray, 2021, Proc. ACM Hum. Comput. Interact..

Cooperative Case Bartering for Case-Based Reasoning Agents

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2002, CCIA.

A bartering approach to improve multiagent learning

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2002, AAMAS '02.

Situation Assessment for Plan Retrieval in Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, Kinshuk Mishra, 2008, ECCBR.

Learning from Demonstration and Case-Based Planning for Real-Time Strategy Games

Santiago Ontañón, Ashwin Ram, Kinshuk Mishra, 2008, Soft Computing Applications in Industry.

Feature Selection for Learning from Demonstration in Minecraft

Santiago Ontañón, Brandon Packard, Santiago Ontañón, 2017, FLAIRS.

Policies for Active Learning from Demonstration

Santiago Ontañón, Brandon Packard, Santiago Ontañón, 2017, AAAI Spring Symposia.

Argumentation-based Example Interchange for Multiagent Induction

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2010, CCIA.

Argumentation-based Distributed Induction

Santiago Ontañón, Enric Plaza, Santiago Ontañón, 2009, WAT.