Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus
via Model-Based RL

Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL

27 August 2024

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Papers citing "Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL"

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Title
Addressing and Visualizing Misalignments in Human Task-Solving Trajectories Sejin Kim Hosung Lee Sundong Kim 99 0 0 21 Sep 2024
Neural networks for abstraction and reasoning: Towards broad generalization in machines Mikel Bober-Irizar Soumya Banerjee AI4CE LRM NAI 72 10 0 05 Feb 2024
Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer Jaehyun Park Jaegyun Im Sanha Hwang Mintaek Lim Sabina Ualibekova Sejin Kim Sundong Kim AI4CE 55 13 0 14 Jun 2023
Fast and flexible: Human program induction in abstract reasoning tasks Aysja Johnson Wai Keen Vong Brenden M. Lake Todd M. Gureckis LRM 37 33 0 10 Mar 2021
World Models David R Ha Jürgen Schmidhuber SyDa 138 1,085 0 27 Mar 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 314 8,396 0 04 Jan 2018
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai ... D. Kumaran T. Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis 145 1,781 0 05 Dec 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 523 19,237 0 20 Jul 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 825 11,937 0 09 Mar 2017
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,261 0 19 Dec 2013