Hamrick, Jessica B.

1. Relational inductive biases, deep learning, and graph networks
   2018/06/04 by Peter W. Battaglia, Battaglia, Peter W., Jessica B. Hamrick +51 · 2 voices · 111 citations
   #cs.LG #cs.AI #stat.ML
2. Relational inductive bias for physical construction in humans and machines
   2018/06/04 by Jessica B. Hamrick, Hamrick, Jessica B., Kelsey R. Allen +11 · 5 citations
   Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Design Education and Practice #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Procedural Generalization by Planning with Self-Supervised World Models
   2021/11/02 by Ankesh Anand, Anand, Ankesh, Jacob Walker +13 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
4. Structured agents for physical construction
   2019/04/05 by Bapst, Victor, Sanchez-Gonzalez, Alvaro, Doersch, Carl +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning
   2020/04/23 by Parascandolo, Giambattista, Buesing, Lars, Merel, Josh +6 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. On the role of planning in model-based deep reinforcement learning
   2020/11/08 by Jessica B. Hamrick, Hamrick, Jessica B., Abram L. Friesen +17 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
7. Transformers meet Neural Algorithmic Reasoners
   2024/06/13 by Wilfried Bounsi, Borja Ibarz, Bounsi, Wilfried +13 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
8. Investigating the role of model-based learning in exploration and transfer
   2023/02/08 by Jacob Walker, Eszter Vértes, Walker, Jacob +11 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics