Alkis Sygkounas

According to our database, Alkis Sygkounas authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evolutionary Discovery of Reinforcement Learning Algorithms via Large Language Models.

Alkis Sygkounas, Amy Loutfi, Andreas Persson

CoRR, March, 2026

COvolve: Adversarial Co-Evolution of Large-Language-Model-Generated Policies and Environments via Two-Player Zero-Sum Game.

Alkis Sygkounas, Rishi Hazra, Andreas Persson, Pedro Zuidberg Dos Martires, Amy Loutfi

CoRR, March, 2026

2025

Interactive Double Deep Q-network: Integrating Human Interventions and Evaluative Predictions in Reinforcement Learning of Autonomous Driving.

Alkis Sygkounas, Ioannis Athanasiadis, Andreas Persson, Michael Felsberg, Amy Loutfi

Proceedings of the IEEE Intelligent Vehicles Symposium, 2025

REvolve: Reward Evolution with Large Language Models using Human Feedback.

Rishi Hazra, Alkis Sygkounas, Andreas Persson, Amy Loutfi, Pedro Zuidberg Dos Martires

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Generative to Discriminative Knowledge Distillation for Object Affordance.

Victor Aregbede, Alkis Sygkounas, Andreas Persson, Martin Längkvist, Amy Loutfi

Proceedings of the IEEE International Conference on Development and Learning, 2025

2024

REvolve: Reward Evolution with Large Language Models for Autonomous Driving.

Rishi Hazra, Alkis Sygkounas, Andreas Persson, Amy Loutfi, Pedro Zuidberg Dos Martires

CoRR, 2024

2022

Multi-agent Exploration with Reinforcement Learning.

Alkis Sygkounas, Dimitris Tsipianitis, George Nikolakopoulos, Charalampos P. Bechlioulis

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022