Multi-agent Exploration with Reinforcement Learning. - Alkis Sygkounas; Dimitris Tsipianitis; George Nikolakopoulos; Charalampos P. Bechlioulis (MED, 2022)

REvolve: Reward Evolution with Large Language Models for Autonomous Driving. - Rishi Hazra; Alkis Sygkounas; Andreas Persson; Amy Loutfi; Pedro Zuidberg Dos Martires (CoRR, 2024)

REvolve: Reward Evolution with Large Language Models using Human Feedback. - Rishi Hazra; Alkis Sygkounas; Andreas Persson; Amy Loutfi; Pedro Zuidberg Dos Martires (ICLR, 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 (CoRR, 2025)