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A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.

, , , , , , и . CoRR, (2023)

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Hiroki Takahashi

Hirokiyo Furuta

Hiroki Kawamura

Hiroki Sumizawa

 

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Language Model Agents Suffer from Compositional Generalization in Web Automation., , , и . CoRR, (2023)Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning., , , , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 3541-3552. PMLR, (2021)Generalized Decision Transformer for Offline Hindsight Information Matching., , и . ICLR, OpenReview.net, (2022)Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning., , , , и . NeurIPS, стр. 9828-9842. (2021)A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation., , , и . ICLR, OpenReview.net, (2023)Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization., , , , и . ICLR, OpenReview.net, (2021)Collective Intelligence for 2D Push Manipulations With Mobile Robots., , , , , , и . IEEE Robotics Autom. Lett., 8 (5): 2820-2827 (мая 2023)A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis., , , , , , и . CoRR, (2023)Generalized Decision Transformer for Offline Hindsight Information Matching., , и . CoRR, (2021)Identifying Co-Adaptation of Algorithmic and Implementational Innovations in Deep Reinforcement Learning: A Taxonomy and Case Study of Inference-based Algorithms., , , , и . CoRR, (2021)