TalkRL: Reinforcement Learning Interviews

Sam Ritter is a Research Scientist on the neuroscience team at DeepMind.Featured ReferencesUnsupervised Predictive Memory in a Goal-Directed Agent (MERLIN)Greg Wayne, Chia-Chun Hung, David Amos, Mehdi Mirza, Arun Ahuja, Agnieszka Grabska-Barwinska, Jack Rae, Piotr Mirowski, Joel Z. Leibo, Adam Santoro, Mevlana Gemici, Malcolm Reynolds, Tim Harley, Josh Abramson, Shakir Mohamed, Danilo Rezende, David Saxton, Adam Cain, Chloe Hillier, David Silver, Koray Kavukcuoglu, Matt Botvinick, Demis Hassabis, Timothy LillicrapMeta-RL without forgetting:  Been There, Done That: Meta-Learning with Episodic RecallSamuel Ritter, Jane X. Wang, Zeb Kurth-Nelson, Siddhant M. Jayakumar, Charles Blundell, Razvan Pascanu, Matthew BotvinickMeta-Reinforcement Learning with Episodic Recall: An Integrative Theory of Reward-Driven Learning, Samuel Ritter 2019Meta-RL exploration and planning: Rapid Task-Solving in Novel EnvironmentsSam Ritter, Ryan Faulkner, Laurent Sartran, Adam Santoro, Matt Botvinick, David RaposoSynthetic Returns for