Mauricio Arango
- Role
- Data Scientist and Architect - A-team Solution Architects at Oracle
- Location
- Fort Lauderdale, FL, US
- LinkedIn followers
- 500 followers
About Mauricio Arango
Reinforcement learning, machine learning, optimization, distributed software systems, and…
Experience
Data Scientist and Architect - A-team Solution Architects
Feb 2013 — Present
Ongoing work on solutions to decision-making and optimization problems using reinforcement learning (RL) and model predictive control (MPC), including electric microgrid optimization, process optimization, congestion pricing, dialogue systems optimization, epidemic control, and inventory optimization. RL algorithms used include DQN, DDQN, DDPG, PPO. Also other work on anomaly detection using multiple machine learning algorithms. Development in Python, Tensorflow/Keras, RLlib, and Scikit-learn.
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