[3] | Ferenc Balint-Benczedi, Patrick Mania and Michael Beetz, "Scaling Perception Towards Autonomous Object Manipulation — In Knowledge Lies the Power", In International Conference on Robotics and Automation (ICRA), Stockholm, Sweden, 2016.
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[4] | Patrick Mania and Michael Beetz, "A Framework for Self-Training Perceptual Agents in Simulated Photorealistic Environments", In International Conference on Robotics and Automation (ICRA), Montreal, Canada, 2019.
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[5] | Patrick Mania, Franklin Kenghagho Kenfack, Michael Neumann and Michael Beetz, "Imagination-enabled Robot Perception", In International Conference on Intelligent Robots and Systems (IROS), 2021. Best Paper Award on Cognitive Robotics
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[6] | Kenghagho, Franklin K, Neumann, Michael, Mania, Patrick, Tan, Toni, Siddiky, Feroz A, Weller, René, Zachmann, Gabriel and Beetz, Michael, "NaivPhys4RP-Towards Human-like Robot Perception “Physical Reasoning based on Embodied Probabilistic Simulation”", In 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids), pp. 815–822, 2022.
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[7] | Kenghagho, Franklin Kenfack, Neumann, Michael, Mania, Patrick and Beetz, Michael, "Perception through Cognitive Emulation:"A Second Iteration of NaivPhys4RP for Learningless and Safe Recognition and 6D-Pose Estimation of (Transparent) Objects"", In 2024 IEEE International Conference on Robotics and Automation (ICRA), pp. 7679–7685, 2024.
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[8] | Mania, Patrick, Stelter, Simon, Kazhoyan, Gayane and Beetz, Michael, "An Open and Flexible Robot Perception Framework for Mobile Manipulation Tasks", In 2024 International Conference on Robotics and Automation (ICRA), 2024.
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[9] | Mania, Patrick, Neumann, Michael, Kenghagho Kenfack, Franklin and Beetz, Michael, "Towards Autonomous Verification: Integrating Cognitive AI and Semantic Digital Twins in Medical Robotics", In 2025 International Conference on Robotics and Automation (ICRA), 2025. Accepted for publication
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