Modeling Human Exploration Through Resource-Rational Reinforcement Learning

27 January 2022

Papers citing "Modeling Human Exploration Through Resource-Rational Reinforcement Learning"

13 / 13 papers shown

Title
Program-Based Strategy Induction for Reinforcement Learning Carlos G. Correa Thomas Griffiths Nathaniel D. Daw 32 1 0 26 Feb 2024
In-context learning agents are asymmetric belief updaters Johannes A. Schubert Akshay K. Jagadish Marcel Binz Eric Schulz LLMAG 15 9 0 06 Feb 2024
Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks Akshay K. Jagadish Julian Coda-Forno Mirko Thalmann Eric Schulz Marcel Binz 24 4 0 02 Feb 2024
Predictive auxiliary objectives in deep RL mimic learning in the brain Ching Fang Kimberly L. Stachenfeld 35 6 0 09 Oct 2023
Reinforcement Learning with Simple Sequence Priors Tankred Saanum N. Éltető Peter Dayan Marcel Binz Eric Schulz OffRL 31 7 0 26 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 44 151 0 24 May 2023
Meta-in-context learning in large language models Julian Coda-Forno Marcel Binz Zeynep Akata M. Botvinick Jane X. Wang Eric Schulz LRM 208 37 0 22 May 2023
Bayesian Reinforcement Learning with Limited Cognitive Load Dilip Arumugam Mark K. Ho Noah D. Goodman Benjamin Van Roy OffRL 34 8 0 05 May 2023
Inducing anxiety in large language models increases exploration and bias Julian Coda-Forno Kristin Witte Akshay K. Jagadish Marcel Binz Zeynep Akata Eric Schulz AI4CE 41 2 0 21 Apr 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta Akshay K. Jagadish M. Botvinick Jane X. Wang Eric Schulz 35 25 0 12 Apr 2023
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 124 161 0 15 Oct 2021
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 121 483 0 26 Mar 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 478 11,715 0 09 Mar 2017