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Instruction-guided reinforcement learning with cross-modal auxiliary objectives

[Submitted on 29 Nov 2024 (v1), last revised 7 Sep 2025 (this version, v2)] View a PDF of the paper titled CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives, by Armin Saghafian and 3 other authors View PDF HTML (experimental) Abstract:Grounding the instruction in the environment is a key step in solving language-guided goal-reaching reinforcement learning problems. In automated reinforcement …

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Windows 11 SSD issues blamed on reviewers using ‘early versions of firmware’

Reports have been circulating for the past few weeks that recent Windows 11 updates (KB5063878 and KB5062660) were causing some SSDs using Phison controllers to fail. While plenty of YouTube and TikTok videos have blamed Microsoft for the issues, Phison has identified “early versions of firmware and BIOS” as the problem instead. “Many of the reports originate from media testing …

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