Journal ArticlePandORA: Automated Design and Comprehensive Evaluation of Deep Reinforcement Learning Agents for Open RANTsampazi, Maria [Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA] (ORCID:0009000740306281); D'Oro, Salvatore [Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA] (ORCID:0000000276900449); Polese, Michele [Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA] (ORCID:000000029740134X); Bonati, Leonardo [Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA] (ORCID:0000000215111833); Poitau, Gwenael [P&O OCTO-Advanced Wireless Technology, Dell Technologies, Round Rock, TX, USA]; Healy, Michael [P&O OCTO-Advanced Wireless Technology, Dell Technologies, Round Rock, TX, USA] (ORCID:0009000866287776); Alavirad, Mohammad [P&O OCTO-Advanced Wireless Technology, Dell Technologies, Round Rock, TX, USA] (ORCID:0009000407618409); Melodia, Tommaso [Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, USA] (ORCID:0000000227191789)IEEE2025-04-0110642912IEEE Transactions on Mobile Computing2443223 to 32401536-1233https://doi.org/10.1109/TMC.2024.35057811925601National Science Foundation