Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric
Decision Transformer

Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer

14 June 2023

Sabina Ualibekova

ArXiv (abs)PDF HTML

Papers citing "Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer"

11 / 11 papers shown

Title
The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles Vernon Y.H. Toh Yew Ken Chia Deepanway Ghosal Soujanya Poria LRM ReLM ELM 175 1 0 03 Feb 2025
Abductive Symbolic Solver on Abstraction and Reasoning Corpus Mintaek Lim Seokki Lee Liyew Woletemaryam Abitew Sundong Kim 166 1 0 27 Nov 2024
System 2 Reasoning via Generality and Adaptation Sejin Kim Sundong Kim LRM AI4CE 123 0 0 10 Oct 2024
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects Wenhao Li Yudong Xu Scott Sanner Elias Boutros Khalil ViT 100 5 0 08 Oct 2024
Addressing and Visualizing Misalignments in Human Task-Solving Trajectories Sejin Kim Hosung Lee Sundong Kim 136 0 0 21 Sep 2024
Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL Jihwan Lee Woochang Sim Sejin Kim Sundong Kim OffRL 108 2 0 27 Aug 2024
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning Hosung Lee Sejin Kim Seungpil Lee Sanha Hwang Jihwan Lee Byung-Jun Lee Sundong Kim LRM 92 9 0 30 Jul 2024
AbstractBeam: Enhancing Bottom-Up Program Synthesis using Library Learning Janis Zenkner Lukas Dierkes Tobias Sesterhenn Chrisitan Bartelt 76 1 0 27 May 2024
Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus Seungpil Lee Woochang Sim Donghyeon Shin Sanha Hwang Wongyu Seo Jiwon Park Seokki Lee Sejin Kim Sundong Kim LRM 81 23 0 18 Mar 2024
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David W. Zhang Michaël Defferrard Taco S. Cohen ReLM LRM 86 20 0 07 Feb 2024
Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge J. Tan Mehul Motani LLMAG 77 11 0 08 Oct 2023