| Winner takes it all: Training performant rl populations for combinatorial optimization N Grinsztajn, D Furelos-Blanco, S Surana, C Bonnet, T Barrett Advances in Neural Information Processing Systems 36, 48485-48509, 2023 | 30 | 2023 |
| Combinatorial optimization with policy adaptation using latent space search F Chalumeau, S Surana, C Bonnet, N Grinsztajn, A Pretorius, A Laterre, ... Advances in Neural Information Processing Systems 36, 7947-7959, 2023 | 22 | 2023 |
| Jumanji: a diverse suite of scalable reinforcement learning environments in jax C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... arXiv preprint arXiv:2306.09884, 2023 | 22 | 2023 |
| Jumanji: a diverse suite of scalable reinforcement learning environments in jax, 2024 C Bonnet, D Luo, D Byrne, S Surana, S Abramowitz, P Duckworth, ... URL https://arxiv. org/abs/2306.09884, 0 | 10 | |
| Efficient learning of locomotion skills through the discovery of diverse environmental trajectory generator priors S Surana, B Lim, A Cully 2023 IEEE International Conference on Robotics and Automation (ICRA), 12134 …, 2023 | 8 | 2023 |
| Multi-Objective Quality-Diversity for Crystal Structure Prediction H Janmohamed, M Wolinska, S Surana, T Pierrot, A Walsh, A Cully Proceedings of the Genetic and Evolutionary Computation Conference, 1273-1281, 2024 | 2 | 2024 |
| Overconfident oracles: Limitations of in silico sequence design benchmarking S Surana, N Grinsztajn, T Atkinson, P Duckworth, TD Barrett ICML 2024 AI for Science Workshop, 2024 | 2 | 2024 |
| Evaluating Deep Reinforcement Learning Algorithms for Physics-Based Musculoskeletal Transfemoral Model with a Prosthetic Leg Performing Ground-Level Walking S Surana | 2 | 2021 |
| Metalic: Meta-Learning In-Context with Protein Language Models J Beck, S Surana, M McAuliffe, O Bent, TD Barrett, JJG Luis, P Duckworth arXiv preprint arXiv:2410.08355, 2024 | 1 | 2024 |
| Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean C Benjamins, S Surana, O Bent, M Lindauer, P Duckworth Machine Learning in Structural Biology Workshop at NeurIPS 2024, 4, 2024 | 1 | 2024 |
| Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes C Benjamins, S Surana, O Bent, M Lindauer, P Duckworth AI for Accelerated Materials Design-NeurIPS 2024, 0 | | |