Proximal Curriculum for Reinforcement Learning Agents. - Georgios Tzannetos; Bárbara Gomes Ribeiro; Parameswaran Kamalaruban; Adish Singla (Trans. Mach. Learn. Res., 2023)

Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences. - Andi Nika; Debmalya Mandal; Parameswaran Kamalaruban; Georgios Tzannetos; Goran Radanovic; Adish Singla (ICML, 2024)

Learning Embeddings for Sequential Tasks Using Population of Agents. - Mridul Mahajan; Georgios Tzannetos; Goran Radanovic; Adish Singla (IJCAI, 2024)

Proximal Curriculum with Task Correlations for Deep Reinforcement Learning. - Georgios Tzannetos; Parameswaran Kamalaruban; Adish Singla (IJCAI, 2024)

Neural Task Synthesis for Visual Programming. - Victor-Alexandru Padurean; Georgios Tzannetos; Adish Singla (Trans. Mach. Learn. Res., 2024)