Title
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Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization A. B. Chowdhury Marco Romanelli Benjamin Tan Ramesh Karri Siddharth Garg 59 7 0 22 Jan 2024
PlayFusion: Skill Acquisition via Diffusion from Language-Annotated Play Lili Chen Shikhar Bahl Deepak Pathak 20 41 0 07 Dec 2023
Augmenting Unsupervised Reinforcement Learning with Self-Reference Andrew Zhao Erle Zhu Rui Lu Matthieu Lin Yong-Jin Liu Gao Huang SSL 26 1 0 16 Nov 2023
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition Guangyue Xu Parisa Kordjamshidi Joyce Chai 19 2 0 02 Nov 2023
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Linear Alignment of Vision-language Models for Image Captioning Fabian Paischer M. Hofmarcher Sepp Hochreiter Thomas Adler CLIP VLM 42 0 0 10 Jul 2023
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Supervised Pretraining Can Learn In-Context Reinforcement Learning Jonathan Lee Annie Xie Aldo Pacchiano Yash Chandak Chelsea Finn Ofir Nachum Emma Brunskill OffRL 27 73 0 26 Jun 2023
Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork Yonggang Jin Chenxu Wang Tianyu Zheng Liuyu Xiang Yao-Chun Yang Junge Zhang Jie Fu Zhaofeng He 3DH 32 0 0 19 Jun 2023
Policy Regularization with Dataset Constraint for Offline Reinforcement Learning Yuhang Ran Yi-Chen Li Fuxiang Zhang Zongzhang Zhang Yang Yu OffRL 16 23 0 11 Jun 2023
Heterogeneous Knowledge for Augmented Modular Reinforcement Learning Lorenz Wolf Mirco Musolesi OffRL 8 0 0 01 Jun 2023
Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets Maximilian Du Suraj Nair Dorsa Sadigh Chelsea Finn OffRL 8 32 0 18 Apr 2023
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Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 26 15 0 17 Feb 2023
Learning How to Infer Partial MDPs for In-Context Adaptation and Exploration Chentian Jiang Nan Rosemary Ke Hado van Hasselt 16 3 0 08 Feb 2023
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Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition David M. Chan Shalini Ghosh Ariya Rastrow Björn Hoffmeister OffRL 16 6 0 06 Jan 2023
ALCAP: Alignment-Augmented Music Captioner Zihao He Weituo Hao Weiyi Lu Changyou Chen Kristina Lerman Xuchen Song 19 1 0 21 Dec 2022
Graceful Forgetting II. Data as a Process Alain de Cheveigné 14 0 0 20 Nov 2022
From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data Zichen Jeff Cui Yibin Wang Nur Muhammad (Mahi) Shafiullah Lerrel Pinto LM&Ro VGen OffRL 20 89 0 18 Oct 2022
ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training Antonio Norelli Marco Fumero Valentino Maiorca Luca Moschella Emanuele Rodolà Francesco Locatello VLM 79 33 0 04 Oct 2022
Discrete Key-Value Bottleneck Frederik Trauble Anirudh Goyal Nasim Rahaman Michael C. Mozer Kenji Kawaguchi Yoshua Bengio Bernhard Schölkopf CLL 13 22 0 22 Jul 2022
Large-Scale Retrieval for Reinforcement Learning Peter C. Humphreys A. Guez O. Tieleman Laurent Sifre T. Weber Timothy Lillicrap RALM OffRL 27 26 0 10 Jun 2022
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Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 18 344 0 30 Nov 2020
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