2025

August

Causal Inference in the Brain

Algorithmic Approximations to Optimal Behavior

Automated Neuroscientist

Building Machines That Learn, Plan, and Act Like Humans

Naturalistic Learning and Decision Making

Competitive integration of time and reward explains value-sensitive foraging decisions and frontal cortex ramping dynamics

January

Neural evidence that humans reuse strategies to solve new tasks

2024

November

Explainable deep learning improves human mental models of self-driving cars

September

Lab2Car: A Versatile Wrapper for Deploying Experimental Planners in Complex Real-world Environments

August

Inverse stochastic learning

January

Predictive Representations: Building Blocks of Intelligence

2023

June

DriveIRL: Drive in Real Life with Inverse Reinforcement Learning

January

The neural architecture of theory-based reinforcement learning

2021

December

CCNLab: A Benchmarking Framework for Computational Cognitive Neuroscience

August

Causal Inference Gates Corticostriatal Learning

June

Multi-task reinforcement learning in humans

2020

May

Dissociable neural correlates of uncertainty underlie different exploration strategies

April

Discovery of hierarchical representations for efficient planning

2018

August

Neural Computations Underlying Causal Structure Learning

2013

March

List of Irregular Verbs Across Romance Languages