Flanders Artificial Intelligence Research program (FAIR) – second cycle

Search results

• 2024

  Programmatic Reinforcement Learning using Critic-Moderated Evolution

  Deproost, S., Steckelmacher, D. & Nowe, A., 18 Nov 2024, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

  File

  • Evolution 100%
  • Genetics 100%
  • Reinforcement Learning 100%

  26 Downloads (Pure)

• Realizing executable programs from an abstract of the policy

  Deproost, S. & Nowe, A., 10 Jun 2024, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

  File

  • Target Language 100%
  • Executable Program 100%
  • Executable Policy 100%

  15 Downloads (Pure)

• Wind turbine drivetrain health monitoring using physics informed deep learning.

  Jamil, F., Peeters, C. & Helsen, J., 14 Oct 2024.

  Research output: Unpublished contribution to conference › Poster

  File

  23 Downloads (Pure)

• 2023

  A Layout-informed Retrieval Augmented Generation Framework for Document-based Chat

  Tchuitcheu, W. C., Lu, T. & Dooms, A., 16 Oct 2023.

  Research output: Unpublished contribution to conference › Poster

  • Chat 100%
  • Retrieval-Augmented Generation 100%
  • Large Language Model 75%
  • Optical Character Recognition 50%
  • Information Retrieval 25%

• Decentralised Emergence of Robust and Adaptive Linguistic Conventions in Populations of Autonomous Agents Grounded in Continuous Worlds

  Botoko Ekila, J., Nevens, J., Verheyen, L., Beuls, K. & Van Eecke, P., 2023, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

  • Autonomous Agent 100%
  • Linguistics 100%
  • Learning Agent 50%
  • Conceptual System 50%
  • Conceptual Representation 50%

• 2022

  An experiment in measuring understanding

  Steels, L., Verheyen, L. & van Trijp, R., 15 Jun 2022, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

• A Perception-Inspired Intelligent Document Parsing and Comprehension Model

  Tchuitcheu, W. C., Lu, T. & Dooms, A., 21 Jun 2022.

  Research output: Unpublished contribution to conference › Poster

  • Representation Language 100%
  • Artificial Intelligence 50%
  • Image Processing 50%
  • Information Extraction 50%
  • Language Processing 50%

• Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision

  Delgrange, F., Nowe, A. & Pérez, G. A., 3 Jun 2022, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

  • Reinforcement Learning 100%
  • Complex Environment 20%
  • Critical Application 20%
  • Markov Decision Process 20%
  • Deep Reinforcement Learning 20%

• Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence

  Perez Sanjines, F. R., Jan Helsen & Nowe, A., 21 Jun 2022.

  Research output: Unpublished contribution to conference › Poster

• Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees

  Delgrange, F., Nowe, A. & Pérez, G. A., 7 Nov 2022.

  Research output: Unpublished contribution to conference › Poster

  File

  32 Downloads (Pure)

• Hybrid Procedural Semantics for Visual Dialogue: An Interactive Web Demonstration.

  Verheyen, L., Botoko Ekila, J., Nevens, J., Van Eecke, P. & Beuls, K., 24 Jul 2022, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

• Inferring Strategies from Observations in Long Iterated Prisoner's Dilemma Experiments

  Montero, E., Grujic, J., Fernandez Domingos, E. & Lenaerts, T., 19 Jul 2022.

  Research output: Unpublished contribution to conference › Poster

  • Prisoner's Dilemma 100%
  • Hidden Markov Model 100%
  • Self-Organization 50%
  • Self-Selection 50%

• 2021

  Health-aware control using spectral coherence maps and successor features.

  Perez Sanjines, F. R., Helsen, J. & Nowe, A., 26 Apr 2021.

  Research output: Unpublished contribution to conference › Poster

• Hybrid Procedural Semantics for Visual Dialog

  Verheyen, L., 27 Apr 2021, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

• Perceptual document image segmentation and comprehension

  Tchuitcheu, W. C., Lu, T. & Dooms, A., 27 Apr 2021, (Unpublished).

  Research output: Unpublished contribution to conference › Poster

  File

  45 Downloads (Pure)

• 2020

  Neural Agent-based Models To Study Language Contact Using Linguistic Data

  Dekker, P. & De Boer, B., 12 Dec 2020, p. 1-6. 6 p.

  Research output: Unpublished contribution to conference › Poster

  Open Access

  File

  • Case Study 100%
  • Theory of Mind 100%

  155 Downloads (Pure)