Bram Grooten

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Learning Agents

Reinforcement Learning

Noise Filtering

Policy Gradient

Top Venues

Publications

Bram Grooten
Large Learning Agents: Towards Continually Aligned Robots with Scale in RL. AAMAS (2024)
Wieger Wesselink, Bram Grooten, Qiao Xiao, Cassio de Campos, Mykola Pechenizkiy
Nerva: a Truly Sparse Implementation of Neural Networks. CoRR (2024)
Bram Grooten, Tristan Tomilin, Gautham Vasan, Matthew E. Taylor, A. Rupam Mahmood, Meng Fang, Mykola Pechenizkiy, Decebal Constantin Mocanu
MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning. AAMAS (2024)
Calarina Muslimani, Bram Grooten, Deepak Ranganatha Sastry Mamillapalli, Mykola Pechenizkiy, Decebal Constantin Mocanu, Matthew E. Taylor
Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity. CoRR (2024)
Aleksandra Nowak, Bram Grooten, Decebal Constantin Mocanu, Jacek Tabor
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training. NeurIPS (2023)
Bram Grooten, Ghada Sokar, Shibhansh Dohare, Elena Mocanu, Matthew E. Taylor, Mykola Pechenizkiy, Decebal Constantin Mocanu
Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning. CoRR (2023)
Bram Grooten, Ghada Sokar, Shibhansh Dohare, Elena Mocanu, Matthew E. Taylor, Mykola Pechenizkiy, Decebal Constantin Mocanu
Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning. AAMAS (2023)
Bram Grooten, Tristan Tomilin, Gautham Vasan, Matthew E. Taylor, A. Rupam Mahmood, Meng Fang, Mykola Pechenizkiy, Decebal Constantin Mocanu
MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning. CoRR (2023)
Aleksandra Nowak, Bram Grooten, Decebal Constantin Mocanu, Jacek Tabor
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training. CoRR (2023)
Bram Grooten, Jelle Wemmenhove, Maurice Poot, Jim Portegies
Is Vanilla Policy Gradient Overlooked? Analyzing Deep Reinforcement Learning for Hanabi. CoRR (2022)