Santiago Ontañón

Best Publications

• Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

  Unknown

  1033
  Citations

• A Survey of Real-Time Strategy Game AI Research and Competition in StarCraft

  Santiago Ontanon;Gabriel Synnaeve;Alberto Uriarte;Florian Richoux

  498
  Citations

• FNet: Mixing Tokens with Fourier Transforms

  Unknown

  472
  Citations

• Big Bird: Transformers for Longer Sequences

  Manzil Zaheer;Guru Guruganesh;Avinava Dubey;Joshua Ainslie

  406
  Citations

• A Closer Look at Invalid Action Masking in Policy Gradient Algorithms.

  Unknown

  322
  Citations

• ETC: Encoding Long and Structured Inputs in Transformers

  Unknown

  304
  Citations

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

  Santiago Ontañón;Kinshuk Mishra;Neha Sugandh;Ashwin Ram

  218
  Citations

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

  Unknown

  188
  Citations

• The Combinatorial Multi-armed Bandit problem and its application to real-time strategy games

  Unknown

  140
  Citations

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

  Unknown

  96
  Citations

• DRAMA MANAGEMENT AND PLAYER MODELING FOR INTERACTIVE FICTION GAMES

  Manu Sharma;Santiago Ontañón;Manish Mehta;Ashwin Ram

  94
  Citations

• Adversarial hierarchical-task network planning for complex real-time games

  Unknown

  87
  Citations

• Learning to Generate Video Game Maps Using Markov Models

  Unknown

  85
  Citations

• Experiments in map generation using Markov chains.

  Unknown

  73
  Citations

• Amalgams: a formal approach for combining multiple case solutions

  Santiago Ontañón;Enric Plaza

  72
  Citations

• Kiting in RTS Games Using Influence Maps

  Unknown

  69
  Citations

• Ensemble Case-Based Reasoning: Collaboration Policies for Multiagent Cooperative CBR

  Enric Plaza;Santiago Ontañón

  66
  Citations

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

  Evan M. Forman;Stephanie G. Kerrigan;Meghan L. Butryn;Adrienne S. Juarascio

  58
  Citations

• Similarity measures over refinement graphs

  Santiago Ontañón;Enric Plaza

  56
  Citations

• Graph grammar-based controllable generation of puzzles for a learning game about parallel programming

  Josep Valls-Vargas;Jichen Zhu;Santiago Ontañón

  38
  Citations