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Posts by Collection
portfolio
Portfolio item number 2
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publications
A competitive differential game between an unmanned aerial and a ground vehicle using model predictive control
Published in Mediterranean Conference on Control and Automation (MED), 2016
G. Tzannetos, P. Marantos, KJ Kyriakopoulos
Proximal Curriculum for Reinforcement Learning Agents
Published in Transactions on Machine Learning Research (TMLR), 2023
G. Tzannetos, BG Ribeiro, P Kamalaruban, A. Singla
Neural Task Synthesis for Visual Programming
Published in Transactions on Machine Learning Research (TMLR), 2024
V. Padurean, G. Tzannetos, A. Singla
Learning Embeddings for Sequential Tasks Using Population of Agents
Published in Internation Joint Conference on Artificial Intelligence (IJCAI), 2024
M. Mahajan, G. Tzannetos, G. Radanovic, A. Singla
Proximal Curriculum with Task Correlation for Deep Reinforcement Learning
Published in Internation Joint Conference on Artificial Intelligence (IJCAI), 2024
G. Tzannetos, P Kamalaruban, A. Singla
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
Published in International Conference on Machine Learning (ICML), 2024
A. Nika, D. Mandal, P Kamalaruban, G. Tzannetos, G. Radanovic, A. Singla
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Neuro-Symbolic Reinforcement Learning
Teaching assistant for seminar course, Saarland University, 2022
You can find more details about the seminar here: Seminar on Neuro-Symbolic Reinforcement Learning
Reinforcement Learning
Teaching assistant for advanced course, Saarland University, 2022
You can find more details about the course here: Advanced Course on Reinforcement Learning
Generative AI
Teaching assistant for advanced course, Saarland University, 2024
You can find more details about the course here: Advanced Course on Generative AI