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Recent Work & Work in Progress

  • Nunes, D., Antunes, L. (2021-). Compressed predictions: language modelling with unknown lexicon [WIP]
  • Nunes, D., Antunes, L. (2021-). Machines of Meaning [WIP]
  • Nunes, D. (2021-). Learning Stochastic Neural Networks with Neural Random Projections [WIP]
  • Nunes, D. (2020-). PTNews Corpus for Language Modelling. [url] [doi]
  • Nunes, D., Antunes, L. (2020-). TensorX: Extensible API for Neural Network Model Design and Deployment [preprint]
  • Nunes, D., Antunes, L. (2018-). Neural Random Projections for Language Modelling. Working Paper [preprint]

Social Simulation

  • Nunes, D., & Antunes, L. (2015). Modelling structured societies: A multi-relational approach to context permeability. Artificial Intelligence, 229, 175–199. [doi] [pdf]

  • Antunes, L., Nunes, D., & Coelho, H. (2014). The Geometry of Desire. In Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems (pp. 1169–1172). Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems. [pdf]

  • Nunes, D., Antunes, L., & Amblard, F. (2013). Dynamics of relative agreement in multiple social contexts. In Progress in Artificial Intelligence (pp. 456–467). Springer. doi:10.1007/978-3-642-40669-0_39 [pdf]

  • Nunes, D. (2012). Exploration, design and analysis of social spaces for social simulation models. MSc. Dissertation. [pdf]

Evolutionary Computation

  • Mariano, P., Nunes, D., & Correia L. (2014). A comparison of public and private partner selection models in the Battle of Sexes game. In Complex Systems (WCCS), 2014 Second World Conference on (pp. 518–523). IEEE. [pdf]

  • Nunes, D., & Antunes, L. (2014). Continuous On-line Evolution of Agent Behaviours with Cartesian Genetic Programming. Unpublished. [preprint] [pdf]

  • Mariano, P., Nunes, D., & Correia L. (2015). Public and Private Partner Selection in Battle of Sexes. International Journal Of Adaptive, Resilient and Autonomic Systems (IJARAS), 6(2), 47–64. [pdf]