--- title: "Advancing AI: Highlights from May - Sony AI" description: From research milestones to conference prep, May was a steady month of progress across Sony AI. Our team's advanced work in vision-based reinforcement learning, continued building ... image: https://ai.sony/hubfs/Imported_Blog_Media/Month%20in%20Review_May_Blog%20Header_Mobile%20%26%20Thumbnail_1080x1080-thumb-600x600-967-1.jpg --- # Advancing AI: Highlights from May [Sony AI](https://ai.sony/blog/tag/sony-ai) | June 3, 2025 Share this article [mailto:?subject=Check%20out%20https://ai.sony/blog/advancing-ai-highlights-from-may&utm_medium=social&utm_source=email%20&body=Check%20out%20https://ai.sony/blog/advancing-ai-highlights-from-may&utm_medium=social&utm_source=email](mailto:?subject=Check%20out%20https://ai.sony/blog/advancing-ai-highlights-from-may&utm_medium=social&utm_source=email%20&body=Check%20out%20https://ai.sony/blog/advancing-ai-highlights-from-may&utm_medium=social&utm_source=email) ![](https://ai.sony/hs-fs/hubfs/Imported_Blog_Media/Month%20in%20Review_May_Blog%20Header_Mobile%20%26%20Thumbnail_1080x1080-thumb-600x600-967-1.jpg?width=880&length=880&name=Month%20in%20Review_May_Blog%20Header_Mobile%20&%20Thumbnail_1080x1080-thumb-600x600-967-1.jpg) From research milestones to conference prep, May was a steady month of progress across Sony AI. Our team's advanced work in vision-based reinforcement learning, continued building toward CVPR and ICML, and shared updates on GT Sophy’s latest release. Here's a look at what we’ve been working on, and what’s coming next. ### Latest Research **Research Spotlight: **** ***A Champion-level Vision-based Reinforcement Learning Agent for Competitive Racing in Gran Turismo 7* This month, Sony AI researchers published a new milestone in autonomous racing: the first vision-based reinforcement learning agent to achieve *champion-level performance* in competitive races using only onboard sensors, no external instrumentation, or precise localization required. This work builds on [research presented at RLC 2024](https://ai.sony/publications/A-Super-human-Vision-based-Reinforcement-Learning-Agent-for-Autonomous-Racing-in-Gran-Turismo/), where Sony AI introduced a vision-based agent capable of *super-human lap times in solo time trial scenarios*. The new paper extends that foundation to full multi-opponent races, requiring the agent to handle partial observability, occlusions, and high-speed interactions with other cars in real time. Building on earlier GT Sophy work, the agent operates using an ego-centric camera view and real-time proprioceptive data. It relies on an **asymmetric actor-critic architecture** during training, where the actor learns to drive using local visual input and the critic accesses global features like opponent positioning to guide learning. Tested in *Gran Turismo 7®*, the agent consistently outperformed human experts, world champions, and previous versions of GT Sophy, navigating complex scenarios like Tokyo’s narrow streets and Sarthe’s high-speed straights with precision and sportsmanship. The researchers write, *"[To] the best of our knowledge, this work presents the first vision-based autonomous racing agent to demonstrate champion-level performance in competitive racing scenarios.”* This research sets a new benchmark for real-time, sensor-based AI racing and highlights the potential of reinforcement learning in dynamic, high-performance environments. - **Read the paper:**[*A Champion-level Vision-based Reinforcement Learning Agent for Competitive Racing in Gran Turismo 7*](https://ai.sony/publications/A-Champion-level-Vision-based-Reinforcement-Learning-Agent-for-Competitive-Racing-in-Gran-Turismo-7/) - **Tutorial:** [Watch the video](https://youtu.be/a-GuIbQOw_c)** ** - **Further Reading:** [Gaming and Interactive Agents – Sony AI](https://ai.sony/projects/gaming_ai/) ### Sony AI at Global Events ### **Coming Soon: CVPR & ICML 2025** As we wrap up May, our teams are preparing to share new research at two of the year’s leading machine learning and computer vision conferences: **CVPR 2025** and **ICML 2025**. Sony AI will present work across multiple focus areas at both events—ranging from generative models and diffusion-based methods to advancements in robotics and computer vision systems. We're looking forward to joining researchers from around the world to explore how new techniques can push boundaries. - [**CVPR 2025** (June 17–21, 2025 | Nashville, TN) ](https://cvpr.thecvf.com/) One of the top conferences in computer vision, CVPR is where the latest in image, video, and multimodal understanding takes center stage. - [**ICML 2025** (July 20–26, 2025 | Vienna, Austria) ](https://icml.cc/) ICML is a premier venue for machine learning research, with sessions spanning theoretical innovations and real-world applications. More details coming soon: including accepted paper announcements, researcher spotlights, and behind-the-scenes insights from our teams as the conference dates approach. **Further Reading** In the meantime, revisit our highlights from CVPR 2024 and ICML 2024 to see where we left off last year, and how far we’ve come since. **ICML 2024:** - [Ushering in Needed Change in the Pursuit of More Diverse Datasets – Sony AI](https://ai.sony/blog/Ushering-in-Needed-Change-in-the-Pursuit-of-More-Diverse-Datasets/) - [Unleashing the Potential of Federated Learning with COALA – Sony AI](https://ai.sony/blog/Unleashing-the-Potential-of-Federated-Learning-with-COALA/) - **Research Vault:**[The Research Vault | COALA: A Practical and Vision-Centric Federated Learning Platform | Sony AI](https://youtu.be/MMhstAKIIY4?feature=shared) **CVPR 2024:** - [FedMef: Towards Memory-efficient Federated Dynamic Pruning – Sony AI](https://ai.sony/publications/FedMef:%20Towards%20Memory-efficient%20Federated%20Dynamic%20Pruning/) - [Hearing Anything Anywhere – Sony AI](https://ai.sony/publications/Hearing-Anything-Anywhere/) **Spotlight Talk: AI at the Core of CMOS Sensor Evolution** In May, Lorenzo Servadei, Head of AI for Chip Design at Sony AI, gave an invited talk at Stanford University titled *"*[*Intelligent Fabrication for Intelligent Vision.*](https://rsg.stanford.edu/ee292b/invited_lecture_Servadei)*"* His presentation explored how AI is reshaping CMOS sensor innovation, from smarter pixel-level processing to machine learning in semiconductor process optimization, yield prediction, and design-technology co-optimization. This work reinforces Sony AI’s role in driving the next generation of intelligent sensing technologies. ### Sony AI in the News **GT Sophy Is Off to the Races with a New Track in Gran Turismo™ 7** As part of the Gran Turismo 7 1.59 update for PlayStation®5, GT Sophy can now race against players on a new track: *Circuit de Barcelona-Catalunya Grand Prix Layou*t. [**Learn More from GTPlanet**](https://www.gtplanet.net/gran-turismo-7-update-159-20250514/) ### Join the Conversation Connect with us on [LinkedIn](https://www.linkedin.com/company/sonyai)**, **[Instagram](https://www.instagram.com/sonyai_official/?hl=en), or [X](https://twitter.com/SonyAI_global), and let us know what you’d like to see in future editions. **Until next month, keep imagining the possibilities with Sony AI.** ## Related Blog Posts ![Sony AI 2025, Year in Review](https://ai.sony/hs-fs/hubfs/Imported_Blog_Media/2025%20Year%20in%20Review_Blog%20Header_Mobile%20%26%20Thumbnail_1080x1080-thumb-600x600-1216-1.jpg?width=960&length=960&name=2025%20Year%20in%20Review_Blog%20Header_Mobile%20&%20Thumbnail_1080x1080-thumb-600x600-1216-1.jpg) Sony AI ### [Sony AI 2025, Year in Review](https://ai.sony/blog/sony-ai-2025-year-in-review) Read More ![Meet the Team #4: Kenta, Alisa and Thomas](https://ai.sony/hs-fs/hubfs/Imported_Blog_Media/DSC00770-thumb-600x600-64-Mar-04-2026-12-11-50-9943-PM.jpg?width=960&length=960&name=DSC00770-thumb-600x600-64-Mar-04-2026-12-11-50-9943-PM.jpg) Life at Sony AI ### [Meet the Team #4: Kenta, Alisa and Thomas](https://ai.sony/blog/meet-the-team-4-kenta-alisa-and-thomas) Read More ![Meet the Team #5: Craig, Piyush, and Samuel](https://ai.sony/hs-fs/hubfs/Imported_Blog_Media/DSC00770-thumb-600x600-64-Mar-04-2026-12-11-50-9943-PM.jpg?width=960&length=960&name=DSC00770-thumb-600x600-64-Mar-04-2026-12-11-50-9943-PM.jpg) Life at Sony AI ### [Meet the Team #5: Craig, Piyush, and Samuel](https://ai.sony/blog/meet-the-team-5-craig-piyush-and-samuel) Read More ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Admin", "url" : "https://ai.sony/blog/author/admin" }, "dateModified" : "2026-03-04T12:13:30.896Z", "datePublished" : "2025-06-03T04:00:00.000Z", "headline" : "Advancing AI: Highlights from May", "image" : [ "https://ai.sony/hubfs/Imported_Blog_Media/Month%20in%20Review_May_Blog%20Header_Mobile%20&%20Thumbnail_1080x1080-thumb-600x600-967-1.jpg" ], "mainEntityOfPage" : { "@id" : "https://ai.sony/blog/advancing-ai-highlights-from-may", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://ai.sony/hubfs/SonyAI_2026/Logos/logo-sony-ai-pink.svg" } } } ```