Andrei Cristian Nica

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Top Venues

Publications

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
Generative Active Learning for the Search of Small-molecule Protein Binders. CoRR (2024)
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
SE(3)-Stochastic Flow Matching for Protein Backbone Generation. ICLR (2024)
Kanika Madan, Jarrid Rector-Brooks, Maksym Korablyov, Emmanuel Bengio, Moksh Jain, Andrei Cristian Nica, Tom Bosc, Yoshua Bengio, Nikolay Malkin
Learning GFlowNets From Partial Episodes For Improved Convergence And Stability. ICML (2023)
Andrei Cristian Nica, Adina Magda Florea
Order from Chaos: Leveraging the Order in Time as Intrinsic Reward. CSCS (2023)
Avishek Joey Bose, Tara Akhound-Sadegh, Kilian Fatras, Guillaume Huguet, Jarrid Rector-Brooks, Cheng-Hao Liu, Andrei Cristian Nica, Maksym Korablyov, Michael M. Bronstein, Alexander Tong
SE(3)-Stochastic Flow Matching for Protein Backbone Generation. CoRR (2023)
Andrei Cristian Nica, Khimya Khetarpal, Doina Precup
The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning. CoRR (2022)
Andrei Mihalea, Robert Samoilescu, Andrei Cristian Nica, Mihai Trascau, Alexandru Sorici, Adina Magda Florea
End-to-end models for self-driving cars on UPB campus roads. ICCP (2019)
Andrei Cristian Nica, Mihai Trascau, Alexandru Andrei Rotaru, Constantin Andreescu, Alexandru Sorici, Adina Magda Florea, Vlad Bacue
Collecting and Processing a Self-Driving Dataset in the UPB Campus. CSCS (2019)
Andrei Cristian Nica, Tudor Berariu, Florin Gogianu, Adina Magda Florea
Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning. SYNASC (2017)