Jacob Adamczyk
Scholar

Jacob Adamczyk

Google Scholar ID: WFHGPuoAAAAJ
University of Massachusetts Boston, Institute of Artificial Intelligence & Fundamental Interactions
reinforcement learningstatistical mechanics
Citations & Impact
All-time
Citations
51
 
H-index
4
 
i10-index
2
 
Publications
20
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Paper 'Average-Reward Soft Actor-Critic' accepted and presented at multiple conferences.
  • Published paper 'Saturation of the Cramér-Rao Bound for the Atomic Resonance Frequency with Phased Array of Hyperbolic Secant Pulses' on arXiv.
  • 5 papers accepted to AAAI-2025 and workshops.
  • Received the IMPACT award from the APS Group of Data Science (GDS).
  • Finalist for the Student Speaker Award by the APS Group of Statistical and Nonlinear Physics (GSNP).
Background
  • Research interests include deep reinforcement learning, average reward objectives, compositionality, transfer learning, and curriculum learning. Currently working at Néel Institute, focusing on the sionludi dilution refrigerator.