Nikishin, Evgenii

13 publications

ICLR 2025 Forgetting Transformer: SoftMax Attention with a Forget Gate Zhixuan Lin, Evgenii Nikishin, Xu He, Aaron Courville

TMLR 2025 Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons Simon Dufort-Labbé, Pierluca D'Oro, Evgenii Nikishin, Irina Rish, Pierre-Luc Bacon, Razvan Pascanu, Aristide Baratin

ICLR 2024 The Curse of Diversity in Ensemble-Based Exploration Zhixuan Lin, Pierluca D'Oro, Evgenii Nikishin, Aaron Courville

NeurIPS 2023 Deep Reinforcement Learning with Plasticity Injection Evgenii Nikishin, Junhyuk Oh, Georg Ostrovski, Clare Lyle, Razvan Pascanu, Will Dabney, Andre Barreto

ICLRW 2023 Deep Reinforcement Learning with Plasticity Injection Evgenii Nikishin, Junhyuk Oh, Georg Ostrovski, Clare Lyle, Razvan Pascanu, Will Dabney, Andre Barreto

ICLR 2023 Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier Pierluca D'Oro, Max Schwarzer, Evgenii Nikishin, Pierre-Luc Bacon, Marc G Bellemare, Aaron Courville

ICML 2023 Understanding Plasticity in Neural Networks Clare Lyle, Zeyu Zheng, Evgenii Nikishin, Bernardo Avila Pires, Razvan Pascanu, Will Dabney

AAAI 2022 Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation Evgenii Nikishin, Romina Abachi, Rishabh Agarwal, Pierre-Luc Bacon

NeurIPSW 2022 Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier Pierluca D'Oro, Max Schwarzer, Evgenii Nikishin, Pierre-Luc Bacon, Marc G Bellemare, Aaron Courville

ICML 2022 The Primacy Bias in Deep Reinforcement Learning Evgenii Nikishin, Max Schwarzer, Pierluca D’Oro, Pierre-Luc Bacon, Aaron Courville

NeurIPSW 2022 Unleashing the Potential of Data Sharing in Ensemble Deep Reinforcement Learning Zhixuan Lin, Pierluca D'Oro, Evgenii Nikishin, Aaron Courville

NeurIPSW 2022 Unleashing the Potential of Data Sharing in Ensemble Deep Reinforcement Learning Zhixuan Lin, Pierluca D'Oro, Evgenii Nikishin, Aaron Courville

ICMLW 2021 Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation Evgenii Nikishin, Romina Abachi, Rishabh Agarwal, Pierre-Luc Bacon