全球TOP 13战队翻车实录！机器人极限求生，比科幻片还残酷

Core Viewpoint - The ATEC 2025 competition represents a significant step towards achieving general embodied intelligence in robotics, challenging teams to develop robots that can operate autonomously in real-world environments rather than controlled settings [28][30][31]. Group 1: Competition Overview - The ATEC 2025 competition took place in a real-world outdoor setting, featuring diverse terrains such as bridges, hills, and stairs, which posed significant challenges for the participating robots [36][38]. - The event aimed to test the robots' abilities to adapt to unpredictable environments, moving beyond the controlled conditions typically seen in robotic competitions [30][31]. - The competition included four main tasks: garbage sorting, autonomous watering, orienteering, and bridge crossing, each designed to assess the robots' multi-modal perception and decision-making capabilities [47][50]. Group 2: Technical Challenges - The competition highlighted three major technical challenges for robotics: environmental perception and cognition, intelligent decision-making and response, and hardware and computational limitations [52][60][69]. - Environmental perception involves not just recognizing objects but understanding their context and condition, which is complicated by real-world factors like contamination and deformation [59]. - Intelligent decision-making requires robots to adapt to dynamic environments, making real-time decisions based on changing conditions, which is currently a significant limitation in robotic capabilities [62][64]. Group 3: Team Performance and Insights - Out of 396 teams, only 13 advanced to the finals, with the winning team, wongtsai, scoring 434 points through effective preparation and innovative strategies [78][79]. - Teams reported that the greatest challenge in outdoor environments was the unpredictability of conditions, which often led to difficult decisions regarding whether to operate autonomously or remotely [80][81]. - The competition fostered a spirit of collaboration and innovation among participants, with many expressing optimism about the future of robotics in real-world applications [93][96].