Publications by the researcher in collaboration with Óscar Emilio Aponte Rengifo (5)

2024

  1. Multi-Agent Model Predictive Control Cooperation in a Real Eight-Tank Plant based on Reinforcement Learning

    2024 European Control Conference, ECC 2024

2023

  1. Deep Reinforcement Learning Agent for Negotiation in Multi-Agent Cooperative Distributed Predictive Control

    Applied Sciences (Switzerland), Vol. 13, Núm. 4

  2. Intelligent Control of Wastewater Treatment Plants Based on Model-Free Deep Reinforcement Learning

    Processes, Vol. 11, Núm. 8

  3. Negotiation agent based on Deep reinforcement learning for multi-agent cooperative distributed predictive control

    IFAC-PapersOnLine

  4. Optimal set point generation based on deep reinforcement learning and transfer knowledge for Wastewater Treatment Plants

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA