ARCLE: The Abstraction and Reasoning Corpus Learning Environment for
Reinforcement Learning

ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning

30 July 2024

Papers citing "ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning"

11 / 11 papers shown

Title
Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task Yunho Kim Jaehyun Park Heejun Kim Sejin Kim Byung-Jun Lee Sundong Kim OffRL 20 0 0 15 Oct 2024
System 2 Reasoning via Generality and Adaptation Sejin Kim Sundong Kim LRM AI4CE 60 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 16 2 0 08 Oct 2024
Addressing and Visualizing Misalignments in Human Task-Solving Trajectories Sejin Kim Hosung Lee Sundong Kim 21 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 19 1 0 27 Aug 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 46 17 0 07 Feb 2024
Solving ARC visual analogies with neural embeddings and vector arithmetic: A generalized method Luca H. Thoms Karel A. Veldkamp Hannes Rosenbusch Claire E. Stevenson DML 32 5 0 14 Nov 2023
Abstract Visual Reasoning Enabled by Language Giacomo Camposampiero Loic Houmard Benjamin Estermann Joël Mathys Roger Wattenhofer LRM 26 12 0 07 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Trajectory balance: Improved credit assignment in GFlowNets Nikolay Malkin Moksh Jain Emmanuel Bengio Chen Sun Yoshua Bengio 145 165 0 31 Jan 2022
Neural-guided, Bidirectional Program Search for Abstraction and Reasoning Simon Alford Anshul Gandhi Akshay Rangamani Andrzej Banburski Tony Wang Sylee Dandekar John Chin T. Poggio S. Chin LRM 99 21 0 22 Oct 2021