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People construct simplified mental representations to plan

14 May 2021

Michael L. Littman

Papers citing "People construct simplified mental representations to plan"

28 / 28 papers shown

Title
Cognitive maps are generative programs Marta Kryven Cole Wyeth Aidan Curtis Kevin Ellis 70 0 0 29 Apr 2025
Information-Seeking Decision Strategies Mitigate Risk in Dynamic, Uncertain Environments Nicholas W. Barendregt Joshua I. Gold K. Josić Zachary P. Kilpatrick 41 0 0 24 Mar 2025
Multi-Robot Collaboration through Reinforcement Learning and Abstract Simulation Adam Labiosa Josiah P. Hanna 82 0 0 07 Mar 2025
Incentives to Build Houses, Trade Houses, or Trade House Building Skills in Simulated Worlds under Various Governing Systems or Institutions: Comparing Multi-agent Reinforcement Learning to Generative Agent-based Model Aslan S. Dizaji 102 0 0 21 Nov 2024
Imagining and building wise machines: The centrality of AI metacognition Samuel G. B. Johnson Amir-Hossein Karimi Yoshua Bengio Nick Chater Tobias Gerstenberg ... Sydney Levine Melanie Mitchell Iyad Rahwan Bernhard Schölkopf Igor Grossmann 72 4 0 04 Nov 2024
Obstacle-Aware Quadrupedal Locomotion With Resilient Multi-Modal Reinforcement Learning I Made Aswin Nahrendra Byeongho Yu Minho Oh Dongkyu Lee Seunghyun Lee Hyeonwoo Lee Hyungtae Lim Hyun Myung 433 2 0 29 Sep 2024
Modeling Rational Adaptation of Visual Search to Hierarchical Structures Saku Sourulahti Christian P Janssen Jussi PP Jokinen 123 1 0 13 Sep 2024
Artificial intelligence for science: The easy and hard problems Ruairidh M. Battleday Samuel Gershman AIMat 30 0 0 24 Aug 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas Griffiths 133 38 0 22 Jul 2024
People use fast, goal-directed simulation to reason about novel games Cedegao E. Zhang Katherine M. Collins L. Wong Adrian Weller Adrian Weller Joshua B. Tenenbaum LRM 61 1 0 19 Jul 2024
Satisficing Exploration for Deep Reinforcement Learning Dilip Arumugam Saurabh Kumar Ramki Gummadi Benjamin Van Roy 67 1 0 16 Jul 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought Gabriel H. Sarch Lawrence Jang Michael J. Tarr William W. Cohen Kenneth Marino Katerina Fragkiadaki LLMAG 139 0 0 20 Jun 2024
Control when confidence is costly Itzel C. Olivos-Castillo Paul Schrater Xaq Pitkow 22 0 0 20 Jun 2024
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input Andi Peng Yuying Sun Tianmin Shu David Abel 77 4 0 23 May 2024
Learning with Language-Guided State Abstractions Andi Peng Ilia Sucholutsky Belinda Z. Li T. Sumers Thomas Griffiths Jacob Andreas Julie A. Shah LM&Ro 78 14 0 28 Feb 2024
Preference-Conditioned Language-Guided Abstraction Andi Peng Andreea Bobu Belinda Z. Li T. Sumers Ilia Sucholutsky Nishanth Kumar Thomas Griffiths Julie A. Shah 75 13 0 05 Feb 2024
Learning adaptive planning representations with natural language guidance L. Wong Jiayuan Mao Pratyusha Sharma Zachary S. Siegel Jiahai Feng Noa Korneev Joshua B. Tenenbaum Jacob Andreas LM&Ro 92 28 0 13 Dec 2023
Concept Alignment as a Prerequisite for Value Alignment Sunayana Rane Mark K. Ho Ilia Sucholutsky Thomas Griffiths CVBM 55 6 0 30 Oct 2023
AI for Mathematics: A Cognitive Science Perspective Cedegao E. Zhang Katherine M. Collins Adrian Weller Joshua B. Tenenbaum 80 11 0 19 Oct 2023
From task structures to world models: What do LLMs know? ilker. yildirim L. A. Paul 85 53 0 06 Oct 2023
Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning Emanuele Marconato Andrea Passerini Stefano Teso 95 17 0 14 Sep 2023
ANPL: Towards Natural Programming with Interactive Decomposition Di Huang Ziyuan Nan Xingui Hu Pengwei Jin Shaohui Peng ... Rui Zhang Zidong Du Qi Guo Yewen Pu Yunji Chen 87 9 0 29 May 2023
Bayesian Reinforcement Learning with Limited Cognitive Load Dilip Arumugam Mark K. Ho Noah D. Goodman Benjamin Van Roy OffRL 86 8 0 05 May 2023
To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts Yueqi Shi Manjie Xu Wenjuan Han Yixin Zhu LRM 32 1 0 01 Dec 2022
What Images are More Memorable to Machines? Junlin Han Huangying Zhan Jie Hong Pengfei Fang Hongdong Li L. Petersson Ian Reid 71 3 0 14 Nov 2022
Humans decompose tasks by trading off utility and computational cost Carlos G. Correa Mark K. Ho Frederick Callaway Nathaniel D. Daw Thomas Griffiths 66 34 0 07 Nov 2022
On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning Dilip Arumugam Mark K. Ho Noah D. Goodman Benjamin Van Roy 91 4 0 30 Oct 2022
A space of goals: the cognitive geometry of informationally bounded agents Karen Archer Nicola Catenacci Volpi F. Bröker Daniel Polani 50 5 0 05 Nov 2021