Revisiting rainbow: Promoting more insightful and inclusive deep reinforcement learning research JSO Ceron, PS Castro International Conference on Machine Learning, 1373-1383 (ICML), 2021 | 111* | 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 | 36 | 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 | 17* | 2019 |
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 |
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 |
Mixtures of Experts Unlock Parameter Scaling for Deep RL J Obando-Ceron, G Sokar, T Willi, C Lyle, J Farebrother, J Foerster, ... arXiv preprint arXiv:2402.08609, 2024 | 3 | 2024 |
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 |
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 |
Small batch deep reinforcement learning J Obando Ceron, M Bellemare, PS Castro Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
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 |
Evaluación del Rendimiento de Modulos Solares Híbridos (FV/T) Para el Abastecimiento Energético de Autoclaves Hospitalarias JS Obando-Ceron, JJ Arias-Castro, D Martínez-Castro, ... 2018 IEEE ANDESCON, 1-9, 2018 | 2 | 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 | 1 | 2023 |
In deep reinforcement learning, a pruned network is a good network J Obando-Ceron, A Courville, PS Castro arXiv preprint arXiv:2402.12479, 2024 | | 2024 |
Inteligencia artifical aplicada a los sistemas energéticos JRG Sarduy, JAL Sotelo, DLM López, ... Autónoma de Occidente, 2023 | | 2023 |
Probabilistic Perception System for Object Classification Based on Camera-LiDAR Sensor Fusion JS Obando-Ceron | | |