Jessica Hamrick

TalkRL: The Reinforcement Learning Podcast

Dr. Jessica Hamrick is a Research Scientist at DeepMind. She holds a PhD in Psychology from UC Berkeley.

Featured References

Structured agents for physical construction
Victor Bapst, Alvaro Sanchez-Gonzalez, Carl Doersch, Kimberly L. Stachenfeld, Pushmeet Kohli, Peter W. Battaglia, Jessica B. Hamrick

Analogues of mental simulation and imagination in deep learning

Jessica Hamrick

Additional References

• Metacontrol for Adaptive Imagination-Based Optimization
  Jessica B. Hamrick, Andrew J. Ballard, Razvan Pascanu, Oriol Vinyals, Nicolas Heess, Peter W. Battaglia
• Surprising Negative Results for Generative Adversarial Tree Search
  Kamyar Azizzadenesheli, Brandon Yang, Weitang Liu, Zachary C Lipton, Animashree Anandkumar
• Metareasoning and Mental Simulation
  Jessica B. Hamrick
• Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
  David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, Timothy Lillicrap, Karen Simonyan, Demis Hassabis
• Object-oriented state editing for HRL
  Victor Bapst, Alvaro Sanchez-Gonzalez, Omar Shams, Kimberly Stachenfeld, Peter W. Battaglia, Satinder Singh, Jessica B. Hamrick
• FeUdal Networks for Hierarchical Reinforcement Learning
  Alexander Sasha Vezhnevets, Simon Osindero, Tom Schaul, Nicolas Heess, Max Jaderberg, David Silver, Koray Kavukcuoglu
• PILCO: A Model-Based and Data-Efficient Approach to Policy Search
  Marc Peter Deisenroth, Carl Edward Rasmussen
• Blueberry Earth
  Anders Sandberg