| Revisiting rainbow: Promoting more insightful and inclusive deep reinforcement learning research JSO Ceron, PS Castro International Conference on Machine Learning, 1373-1383 (ICML), 2021 | 124* | 2021 |
| Bigger, better, faster: Human-level atari with human-level efficiency M Schwarzer*, JSO Ceron*, A Courville, MG Bellemare, R Agarwal, ... International Conference on Machine Learning, 30365-30380 (ICML), 2023 | 51 | 2023 |
| An integrated OPF dispatching model with wind power and demand response for day-ahead markets GG Ricardo Moreno, Johan Obando International Journal of Electrical and Computer Engineering (IJECE) 9 (4), 2019 | 16* | 2019 |
| Small batch deep reinforcement learning J Obando Ceron, M Bellemare, PS Castro Advances in Neural Information Processing Systems (NeurIPS) 36, 2024 | 8* | 2024 |
| Quantification of operating reserves with high penetration of wind power considering extreme values JS Obando, G González, R Moreno International Journal of Electrical and Computer Engineering 10 (2), 1693, 2020 | 8 | 2020 |
| Mixtures of Experts Unlock Parameter Scaling for Deep RL JSO Ceron*, G Sokar*, T Willi*, C Lyle, J Farebrother, JN Foerster, ... Forty-first International Conference on Machine Learning (ICML), 2024 | 7* | 2024 |
| Impacts of demand response under wind power uncertainty in network-constrained electricity markets JS Obando-Ceron, R Moreno-Chuquen 2018 IEEE ANDESCON, 1-5, 2018 | 5 | 2018 |
| Quantification of operating reserves with wind power in day-ahead dispatching JS Obando-Ceron, R Moreno-Chuquen 2018 IEEE ANDESCON, 1-5, 2018 | 5 | 2018 |
| Divide and conquer: An accurate machine learning algorithm to process split videos on a parallel processing infrastructure WMM Toro, JCP Villota, OH Mondragon, JSO Ceron arXiv preprint arXiv:1912.09601, 2019 | 4 | 2019 |
| JaxPruner: A concise library for sparsity research JH Lee, W Park, NE Mitchell, J Pilault, JSO Ceron, HB Kim, N Lee, ... Conference on Parsimony and Learning, 515-528, 2024 | 3 | 2024 |
| In value-based deep reinforcement learning, a pruned network is a good network JSO Ceron, A Courville, PS Castro Forty-first International Conference on Machine Learning (ICML), 2024 | 3* | 2024 |
| Lifting the veil on hyper-parameters for value-based deep reinforcement learning JGM Araújo*, JSO Ceron*, PS Castro NeurIPS 2021 Workshop LatinX in AI, 2021 | 3 | 2021 |
| Probabilistic Perception System for Object Classification Based on Camera-LiDAR Sensor Fusion JSO Ceron, VR Cano, NL Neuta, W Toro LatinX in AI Research at ICML, 2019 | 3 | 2019 |
| Network Topological Notions for Power Systems Security Assessment R Moreno-Chuquen, J Obando-Ceron International Review of Electrical Engineering (IREE) 13 (237-245), 2018 | 3 | 2018 |
| Evaluación del rendimiento de modulos solares h ıbridos (fv/t) para el abastecimiento energético de autoclaves hospitalarias JS Obando-Ceron, JJ Arias-Castro, D Martınez-Castro, ... | 3 | 2018 |
| Probabilistic multi-modal depth estimation based on camera–LiDAR sensor fusion JS Obando-Ceron, V Romero-Cano, S Monteiro Machine Vision and Applications 34 (5), 79, 2023 | 2 | 2023 |
| Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data JS Obando-Ceron, VR Cano, WM Toro LatinX in AI Research at NeurIPS 2019, 2019 | 2 | 2019 |
| Mixture of Experts in a Mixture of RL settings T Willi*, J Obando-Ceron*, J Foerster, K Dziugaite, PS Castro Reinforcement Learning Conference (RLC), 2024 | | 2024 |
| On the consistency of hyper-parameter selection in value-based deep reinforcement learning J Obando-Ceron*, JGM Araújo*, A Courville, PS Castro Reinforcement Learning Conference (RLC), 2024 | | 2024 |
| Inteligencia artifical aplicada a los sistemas energéticos JRG Sarduy, JAL Sotelo, DLM López, ... Autónoma de Occidente, 2023 | | 2023 |
Pablo Samuel CastroGoogleVerified email at google.com
