Andrei Cristian Nica

According to our database, Andrei Cristian Nica authored at least 8 papers between 2017 and 2024.

Collaborative distances:

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

2024

Generative Active Learning for the Search of Small-molecule Protein Binders.

Maksym Korablyov, Cheng-Hao Liu, Moksh Jain, Almer M. van der Sloot, Eric Jolicoeur, Edward Ruediger, Andrei Cristian Nica, Emmanuel Bengio, Kostiantyn Lapchevskyi, Daniel St-Cyr, Doris Alexandra Schuetz, Victor Ion Butoi, Jarrid Rector-Brooks, Simon Blackburn, Leo Feng, Hadi Nekoei, Sai Krishna Gottipati, Priyesh Vijayan, Prateek Gupta, Ladislav Rampásek, Sasikanth Avancha, Pierre-Luc Bacon, William L. Hamilton, Brooks Paige, Sanchit Misra, Stanislaw Kamil Jastrzebski, Bharat Kaul, Doina Precup, José Miguel Hernández-Lobato, Marwin H. S. Segler, Michael M. Bronstein, Anne Marinier, Mike Tyers, Yoshua Bengio

CoRR, 2024

SE(3)-Stochastic Flow Matching for Protein Backbone Generation.

Avishek Joey Bose, Tara Akhound-Sadegh, Guillaume Huguet, Kilian Fatras, Jarrid Rector-Brooks, Cheng-Hao Liu, Andrei Cristian Nica, Maksym Korablyov, Michael M. Bronstein, Alexander Tong

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning GFlowNets From Partial Episodes For Improved Convergence And Stability.

Kanika Madan, Jarrid Rector-Brooks, Maksym Korablyov, Emmanuel Bengio, Moksh Jain, Andrei Cristian Nica, Tom Bosc, Yoshua Bengio, Nikolay Malkin

Proceedings of the International Conference on Machine Learning, 2023

Order from Chaos: Leveraging the Order in Time as Intrinsic Reward.

Andrei Cristian Nica, Adina Magda Florea

Proceedings of the 24th International Conference on Control Systems and Computer Science, 2023

2022

The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning.

Andrei Cristian Nica, Khimya Khetarpal, Doina Precup

CoRR, 2022

2019

End-to-end models for self-driving cars on UPB campus roads.

Andrei Mihalea, Robert Samoilescu, Andrei Cristian Nica, Mihai Trascau, Alexandru Sorici, Adina Magda Florea

Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

Collecting and Processing a Self-Driving Dataset in the UPB Campus.

Andrei Cristian Nica, Mihai Trascau, Alexandru Andrei Rotaru, Constantin Andreescu, Alexandru Sorici, Adina Magda Florea, Vlad Bacue

Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

2017

Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning.

Andrei Cristian Nica, Tudor Berariu, Florin Gogianu, Adina Magda Florea

Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017