Alkis Sygkounas

Conference papers

• Sygkounas, A. , Hazra, R. , Persson, A. , Zuidberg dos Martires, P. & Loutfi, A. (2026). COvolve: Adversarial Co-Evolution of Large-Language-Model-Generated Policies and Environments via Two-Player Zero-Sum Game. In:  GECCO '26 Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery. Paper presented at 2026 Genetic and Evolutionary Computation Conference (GECCO 2026), San Jose, Costa Rica, July 13-17, 2026. (pp. 338-347). Association for Computing Machinery. [BibTeX]
• Sygkounas, A. , Loutfi, A. & Persson, A. (2026). Evolutionary Discovery of Reinforcement Learning Algorithms via Large Language Models. In:  GECCO '26 Proceedings of the Genetic and Evolutionary Computation Conference. Paper presented at 2026 Genetic and Evolutionary Computation Conference (GECCO 2026), San Jose, Costa Rica, July 13-17, 2026. (pp. 348-355). Association for Computing Machinery. [BibTeX]
• Aregbede, V. , Sygkounas, A. , Persson, A. , Längkvist, M. & Loutfi, A. (2025). Generative to Discriminative Knowledge Distillation for Object Affordance. In:  2025 IEEE International Conference on Development and Learning (ICDL) Proceedings. Paper presented at 2025 IEEE International Conference on Development and Learning (ICDL 2025), Prague, Czech Republic, September 16-19, 2025. IEEE. [BibTeX]
• Sygkounas, A. , Athanasiadis, I. , Persson, A. , Felsberg, M. & Loutfi, A. (2025). Interactive Double Deep Q-network: Integrating Human Interventions and Evaluative Predictions in Reinforcement Learning of Autonomous Driving. In:  2025 IEEE Intelligent Vehicles Symposium (IV) Proceedings. Paper presented at 36th Intelligent Vehicles Symposium-IV-Annual, Cluj-Napoca, Romania, June 22-25, 2025. (pp. 2325-2332). IEEE. [BibTeX]
• Hazra, R. , Sygkounas, A. , Persson, A. , Loutfi, A. & Zuidberg dos Martires, P. (2025). REvolve: Reward Evolution with Large Language Models using Human Feedback. In:  13th International Conference on Learning Representations (ICLR 2025) Proceedings. Paper presented at 13th International Conference on Learning Representations (ICLR 2025), Singapore, April 24-28, 2025. (pp. 25710-25751). International Conference on Learning Representations, ICLR. [BibTeX]