Matthew Stephenson

Research output

Research output per year 2019 2019 2020 2023

• 18 Conference article in proceeding
• 5 Chapter
• 4 Report
• 3 Article
• 3 More
  • 2 Editorial
  • 1 Conference Abstract/Poster in proceeding

Research output per year

Research output per year

Search results

• 2019

  An Empirical Evaluation of Two General Game Systems: Ludii and RBG

  Piette, E., Stephenson, M., Soemers, D. & Browne, C., 23 Aug 2019, 2019 IEEE CONFERENCE ON GAMES (COG): (COG'19). IEEE, p. 626-629 4 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  142 Downloads (Pure)

• An Overview of the Ludii General Game System

  Stephenson, M., Piette, E., Soemers, D. & Browne, C., 23 Aug 2019, 2019 IEEE CONFERENCE ON GAMES (COG): (COG'19). IEEE, p. 864-865 2 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  192 Downloads (Pure)

• Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates

  Soemers, D., Piette, E., Stephenson, M. & Browne, C., 23 Aug 2019, IEEE Conference on Games: (CoG'19). IEEE, p. 329-336 8 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  132 Downloads (Pure)

• Ludii and XCSP: Playing and Solving Logic Puzzles

  Piette, C., Piette, E., Stephenson, M., Soemers, D. & Browne, C., 23 Aug 2019, IEEE Conference on Games: (CoG'19). IEEE, p. 630-633 4 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  158 Downloads (Pure)

• Ludii as a Competition Platform

  Stephenson, M., Piette, E., Soemers, D. & Browne, C., 23 Aug 2019, IEEE Conference on Games: (COG'19). IEEE, p. 634-641 8 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  178 Downloads (Pure)

• LUDII - Le Système Ludémique de General Game Playing

  Piette, E., Stephenson, M., Soemers, D., Sironi, C., Winands, M. & Browne, C., 1 Jul 2019, Conférence Nationale en Intelligence Artificielle: (CNIA'19).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  89 Downloads (Pure)

• "Superstition" in the Network: Deep Reinforcement Learning Plays Deceptive Games

  Stephenson, M., Bontrager, P., Khalifa, A., Anderson, D., Salge, C. & Togelius, J., Oct 2019, Fifteenth Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Smith, G. & Lelis, L. (eds.). 1 ed. Vol. 15. p. 10-16

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

• Using Restart Heuristics to Improve Agent Performance in Angry Birds

  Liu, T., Renz, J., Zhang, P. & Stephenson, M., 2019, IEEE Conference on Games. IEEE, 8 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

• “Did You Hear That?” Learning to Play Video Games from Audio Cues

  Gaina, R. D. & Stephenson, M., 2019, IEEE Conference on Games 2019. IEEE, 4 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
• 2020

  A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking

  Stephenson, M., Anderson, D., Khalifa, A., Levine, J., Renz, J., Togelius, J. & Salge, C., Jul 2020, 2020 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). IEEE, p. 1-8 8 p. (IEEE Congress on Evolutionary Computation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

• A Practical introduction to the Ludii General Game System

  Browne, C., Stephenson, M., Piette, E. & Soemers, D., 2020, Advances in Computer Games. ACG 2019. Cazenave, T., van den Herik, J., Saffidine, A. & Wu, IC. (eds.). Springer, Cham, p. 167-179 13 p. (Lecture Notes in Computer Science, Vol. 12516).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  File
  185 Downloads (Pure)

• Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration

  Soemers, D., Piette, E., Stephenson, M. & Browne, C., 24 Aug 2020, IEEE Conference on Games: (CoG'20). Osaka, Japan: IEEE, p. 245-252 8 p. (IEEE Conference on Computational Intelligence and Games).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

• The Computational Complexity of Angry Birds (Extended Abstract)

  Stephenson, M., Renz, J. & Ge, X., Jul 2020, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20). p. 5105-5109

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access
• 2021

  Deceptive Level Generation for Angry Birds

  Gamage, C., Pinto, V., Renz, J. & Stephenson, M., 20 Aug 2021, 2021 IEEE Conference on Games (CoG). IEEE Canada, p. 572-579 8 p. 9619031

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

• General Board Game Concepts

  Piette, E., Stephenson, M., Soemers, D. J. N. J. & Browne, C., 2021, 2021 IEEE Conference on Games (CoG). IEEE, p. 932-939 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  44 Downloads (Pure)

• General Game Heuristic Prediction Based on Ludeme Descriptions

  Stephenson, M., Soemers, D. J. N. J., Piette, É. & Browne, C., 20 Aug 2021, 2021 IEEE Conference on Games (CoG). IEEE Canada, p. 878-881 4 p. 9619052

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access

  File
  11 Downloads (Pure)

• Novelty Generation Framework for AI Agents in Angry Birds Style Physics Games

  Gamage, C., Pinto, V., Xue, C., Stephenson, M., Zhang, P. & Renz, J., 20 Aug 2021, 2021 IEEE Conference on Games (CoG). IEEE Canada, p. 580-587 8 p. 9619160

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
• 2023

  Utilizing Generative Adversarial Networks for Stable Structure Generation in Angry Birds

  Abraham, F. & Stephenson, M., 6 Oct 2023, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Eger, M. & Cardona-Rivera, R. E. (eds.). 1 ed. AAAI Press, p. 2-12 11 p. (Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE, Vol. 19).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

  Open Access