中远海发推出绿色租赁服务和积分激励体系

yun2025

中远海发推出绿色租赁服务和积分激励体系

机器人控制测试发现智能体会误报任务成功

RoboARCade把长序列操作任务放进同一套MuJoCo仿真环境，涉及三种机器人本体。团队扩大了原任务的初始条件范围，让智能体必须在执行过程中利用记忆、判断和视觉信息。综合测试中，GPT-6 Astra得分49.8%，Claude Fable 5.1为43.6%。更丰富的视觉界面带来1.5至6.8个百分点的改善，使用成本同时增至原来的1.7至2.3倍。 Satvik Sharma等人的这项研究收录在11月6日更新的计算机科学预印本列表中。

错误分析显示，主要困难在于选择操作策略，或把正确策略执行得足够精确。智能体在尝试过的子任务中，有24%至39%出现错误宣告成功的情况。在另一个五任务子集上，提示中加入一段成功示范后，Astra从53.5%提高到73.0%。后者属于子集测试，不能当作整套基准上的得分。团队公开了代码、视频与执行轨迹。

https://lightroom.adobe.com/shares/5dbc6727aeec4c40b0f7ea4bdd3857c0
https://lightroom.adobe.com/shares/445128d274bb904e8412a1409cc4ecb7
https://lightroom.adobe.com/shares/24ab3aa1c6e6af478ab1f8c325b0f6bf
https://lightroom.adobe.com/shares/2963f026ec7a2948a255d6e8d355ffd0
https://lightroom.adobe.com/shares/2acede3ca6acfc449483916c71006c70
https://lightroom.adobe.com/shares/f8d8e8d626b444448cfef4354261a961
https://lightroom.adobe.com/shares/fee8f9f718abbd4fbf7b864131cafe36
https://lightroom.adobe.com/shares/e1d3a7c03b661741a6c556a9481945a8
https://lightroom.adobe.com/shares/ee0a05fe4951df46876b43e27a2e184b
https://lightroom.adobe.com/shares/0e4465bcdc1a03419a64261b3200e1ef
https://lightroom.adobe.com/shares/58f246da55e8de40aa44549d4f45c2d1
https://lightroom.adobe.com/shares/f90735599f8f8a40ab7f3ba5902a85fd
https://lightroom.adobe.com/shares/1c2a18363ac5d447bd344ef4f62b0d39
https://lightroom.adobe.com/shares/6312a0ce128c2a4b8959b88059f92962
https://lightroom.adobe.com/shares/e9425c810c5a66458f0321b77daf821b
https://lightroom.adobe.com/shares/c3a1cdc2e5e8364191a41b3cae655db8
https://lightroom.adobe.com/shares/e0def8a85cf5a543bedd6f2a57ba963d
https://lightroom.adobe.com/shares/324534f6ff935542b19ae42de0eddfdb
https://lightroom.adobe.com/shares/642530d22e2ea44a9f0eb7130dd33794
https://lightroom.adobe.com/shares/551fc379ba0387428b016b59118e312a
https://lightroom.adobe.com/shares/256a9ecba02a214b85d400a2d9275601
https://lightroom.adobe.com/shares/3fbe5cb670f5d14f8d055e2cbac5b356
https://lightroom.adobe.com/shares/71909785d207d549b4bf52375800b41e
https://lightroom.adobe.com/shares/46a44dbff2fa3144aef18280b1eb3ef2
https://lightroom.adobe.com/shares/5e3a9370b39b6f488a23e9b1ee128875
https://lightroom.adobe.com/shares/198804d6d26acf4e81e5bcb6f982e1ab
https://lightroom.adobe.com/shares/cbd56a2358b18d45bfdb1cf10cc750ba
https://lightroom.adobe.com/shares/39eae91655121b418d9aae551a367027
https://lightroom.adobe.com/shares/68f87d7a765bca42925d728d80dd9ad8
https://lightroom.adobe.com/shares/ad4a9e043a26bf458122bf9c6a3490ad
https://lightroom.adobe.com/shares/4fee612ff788434eb564fdb1fbf12854
https://lightroom.adobe.com/shares/4dc5934f002e464bb325081faab5ea08
https://lightroom.adobe.com/shares/9c425617a1bd38459a25af6f7e933bac
https://lightroom.adobe.com/shares/22655b80fb3527478c605f98b4f102bb
https://lightroom.adobe.com/shares/4cfc933cbcb4ba478141759a17f93a00
https://lightroom.adobe.com/shares/1200545a63e8414c94b5cdb0678566d9
https://lightroom.adobe.com/shares/07250005528e1d49810af1d8a0f7ae87
https://lightroom.adobe.com/shares/cdaab7ff74e2c941b03b56b2f0282126
https://lightroom.adobe.com/shares/91344a3ee301e6409225b06db3cff62d
https://lightroom.adobe.com/shares/30216e35d27a6240ba2a88e22ec9876f
https://lightroom.adobe.com/shares/b644480c67efb34aa553dcdaeda14102
https://lightroom.adobe.com/shares/9f7a617f0f202f4bb3aec6733cb0edb2
https://lightroom.adobe.com/shares/ff3b44a0ef990f4ab1985dae85562c8a
https://lightroom.adobe.com/shares/4e8c8284820016429106b7f878a0b617
https://lightroom.adobe.com/shares/d995da576ad2954dbd55896097980d10
https://lightroom.adobe.com/shares/781bc15e1e282c4c87a696fbcd12fa6d
https://lightroom.adobe.com/shares/2bbb0b067337d04f86f37335cec2bc8e
https://lightroom.adobe.com/shares/7c026b4aba765f4fbbfbf274ba101427
https://lightroom.adobe.com/shares/e2cad46dd1151c4fb1a8fbaff8b4d63c
https://lightroom.adobe.com/shares/54d85b971096fb4183b571b6406f22a1