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arXiv Computer Science AIMemoria de lado del agente como guía para modelos de acción direccionables en manipulación a largo plazo
Se presenta el modelo 2AM, donde la memoria de la tarea reside en el agente, y un Modelo de Acción basado en RGB ejecuta el movimiento. Los resultados demuestran que la memoria de la tarea puede permanecer en el lado del agente y que la capacidad del Modelo de Acción depende de la precisión con la que el agente puede dirigirlo. Se logró una mejora significativa en la finalización de tareas en comparación con las líneas base existentes.
Mantenerse en el personaje: Agentes de juego de roles con memoria limitada por perspectiva
Se propone ReverieMem, una arquitectura de memoria de tres capas para agentes de personajes basados en libros, para solucionar los problemas de exceso factual y monotonía estilística en sistemas de juego de roles de LLM. Esta arquitectura mejora la fidelidad del límite de conocimiento y la generación de narrativa coherente con la perspectiva del personaje. Los resultados demuestran que la memoria limitada por perspectiva mejora la generación de narrativa fundamentada en el personaje.
WIREDLos modelos del mundo serán ineludibles pronto
Los modelos del mundo, impulsados por la IA, están evolucionando para permitir que robots y vehículos autónomos simulen y aprendan del mundo físico a través de entradas visuales. Estos modelos tienen el potencial de mejorar la navegación robótica y la toma de decisiones en sistemas como coches sin conductor. Además, estos avances están impactando el mercado laboral y la industria de los videojuegos.
Hacia la interpretación de cualquier dirección residual restante mediante la escalada de inversión de activación
Se presenta el desarrollo de Modelos Metamodeles de Ejemplo Máximamente Activadores (MAEMs) para interpretar direcciones en el flujo residual de modelos de lenguaje. Estos modelos mapean direcciones residuales a ejemplos de texto que las activan fuertemente, buscando maximizar la similitud del coseno. Los resultados empíricos demuestran que los MAEMs son superiores a otros métodos en la inversión de activaciones y la identificación de conceptos subyacentes.
Evaluación de trayectoria mediante un modelo mundial sin despliegue para conducción autónoma
Se propone RFWorld, un modelo mundial sin rollout para la evaluación de trayectoria de conducción autónoma. Este modelo construye una memoria de escena compartida y utiliza una lectura espacial dispersa para la puntuación, reduciendo el cómputo. Los experimentos demuestran que RFWorld logra un rendimiento de vanguardia en comparación con métodos anteriores.
Aprendiendo a simular individuos a partir de señales sociales macro
Se propone aprender el razonamiento conductual de mercados de predicción para simular cómo los individuos responden a nuevas situaciones. Se introduce macro2mind, un modelo de lenguaje entrenado con GRPO usando señales de mercado para inferir y predecir las interacciones de los participantes. El modelo demuestra un rendimiento de vanguardia en benchmarks de simulación de usuarios y mejora la precisión de simuladores posteriores.
Aprendizaje conjunto de opciones neuronales jerárquicas y modelo de mundo abstracto
Se propone un método llamado AgentOWL para aprender conjuntamente un modelo de mundo abstracto y opciones neuronales jerárquicas. Este método busca adquirir secuencias de habilidades de manera eficiente, reduciendo la necesidad de datos en comparación con los algoritmos de refuerzo jerárquico existentes. Los resultados demuestran que el método aprendido posee capacidades de aprendizaje y generalización superiores a los métodos de referencia.
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Abante ToniteHeart Evangelista health ang tunay na yaman, hindi alahas
Heart Evangelista was officially named the brand ambassador for Viomi AI Philippines during its grand launch at the Solaire Resort. She emphasized that true investment lies in personal health rather than just luxury items like jewelry and clothing. Evangelista highlighted the importance of access to clean drinking water and the role of technology in daily needs, promoting Viomi's water purification and hydration solutions, including reverse osmosis filtration systems.
China News Service湖南江永晚香姜错峰上市 特色产业铺就富民路
En Hunan, the fragrance ginger is experiencing a peak harvest season, with orderly collection, sorting, and shipping of fresh product. By utilizing a staggered planting and harvesting model, the ginger avoids price competition during peak sales, benefiting farmers. This strategy aims to increase farmer income by extending the sales window and promotes standardized, scaled cultivation through a 'company+base+farmer' model, boosting rural revitalization.
Dong-A Ilbo엑스캐스 로보틱스, 원격 로봇 혈전제거술 임상 다큐멘터리 공개
XCath Robotics released a documentary titled 'Operation Robo Angel: Chapter 1' showcasing a clinical trial of remote robotic intervention for stroke treatment. The documentary features a procedure conducted in Panama in March 2026, connecting two medical institutions via a remote control system where a specialist operates the robot and local staff provide on-site support. The project highlights the collaboration between medical professionals and researchers to advance regional disparities in specialized care.
Deccan ChronicleKamal Haasan Is Said To Have Played A Crucial Role In Reviving The Project
Kamal Haasan is reportedly playing a crucial role in revitalizing the 'Indian' film project after the disappointing reception of the sequel. Following the failure of 'Indian 2', the producer paused the film. It is alleged that Kamal Haasan convinced the producer to give Shankar another chance to complete the remaining parts of 'Indian 3'. However, budgetary constraints are an issue, with the director requesting significant additional funds, leading the producer to limit spending to editing and post-production.
林海雪原添新景 横道河子升级业态迎接客流
The Hengdaohe area, located in Hailin city, Heilongjiang province, has upgraded its business model to welcome increased customer traffic. This strategic update aims to enhance the area's offerings and attract more visitors, suggesting a positive shift in its commercial operations.
The AgeRaiz funds swell to $2.4b riding young investor wave
Raiz Invest has grown its funds under management to $2.4 billion in the September quarter, driven by a wave of young investors embracing its digital wealth platform. Net customer inflows increased by 27.8% due to a growing customer base and increased investment activity, as average account balances climbed 13.8% to $6,776. The platform is appealing to younger demographics through its round-up investing model, with significant growth in Kids portfolios and increasing adoption of more sophisticated investment options.
The Sydney Morning HeraldRaiz funds swell to $2.4b riding young investor wave
Raiz Invest has grown its funds under management to $2.4 billion in the September quarter, driven by a wave of young investors embracing its digital wealth platform. Net customer inflows increased by 27.8% due to a growing customer base and increased investment activity, as average account balances climbed 13.8% to $6,776. The platform is appealing to younger demographics through its round-up investing model, with significant growth in Kids portfolios and increasing adoption of more sophisticated investment options.
The Times of IndiaAzmatullah Omarzai scripts history after walking in at 5/4, smashes T20I world record
Azmatullah Omarzai played a crucial role in Afghanistan's T20I, scripting history by smashing a record-breaking century to help the team recover from a poor start. He scored 116 runs off just 50 balls, achieving the highest individual score by a batter in the sixth or lower position in T20Is involving Full Member nations. This performance surpassed the previous record, demonstrating a stunning rescue act for the team.
El EconomistaTotalEnergies eleva su beneficio un 91% hasta septiembre por el alza de precios de hidrocarburos
TotalEnergies reported a significant increase in its net profit, rising 124.4% year-on-year, reaching $8.263 billion between July and September 2026. This surge is attributed to elevated oil prices, with the Brent barrel price increasing substantially, and strong performance in refining margins and oil trading. The company's CEO highlighted that the integrated business model and geographical diversification are maximizing the benefits from the current high-price environment.
Pravda.ruSenegal shifts food security funding to domestic budget lines
Senegal is shifting its food security funding strategy towards domestic budget lines to enhance financial sovereignty and reduce reliance on foreign donors. The government is implementing 'budgetary labeling' to ensure accountability by monitoring actual spending. This new financial model involves mandatory budgetary lines for municipal nutrition, increased direct allocations from ministries, and an expanded resource base for the National Nutritional Development Council, aiming for an interdisciplinary approach to combat micronutrient deficiencies.
RepublikaDi Balik Layanan AgenBRILink, Pengelola Toko Sembako di Argopeni Permudah Transaksi Warga Kutoarjo
Sri Asih, managing a basic food store in Argopeni, Kutoarjo, has become an AgenteBRILink since 2017, providing financial transaction services like transfers and cash withdrawals to residents. This initiative helps increase her family's income while offering the community easier access to banking services near their homes. The presence of the AgenteBRILink facilitates daily financial needs for residents, and BRI emphasizes this role as a strategic partner to bring banking services closer to the community.
Bring a Trailer1932 Lincoln Model KB 7-Passenger Sedan
Este vehículo es un sedán de 7 pasajeros Lincoln Model KB de 1932, fabricado en EE. UU., que fue remodelado y donado a la Fundación Casey Lee Ball. Posee un motor V12 de 448 cc, transmisión manual de tres velocidades, frenos de tambor servoasistidos y detalles estéticos como ruedas de alambre pintadas de naranja y tapicería de tela. El coche se ofrece actualmente en consignación con un título limpio de California.
1915 Ford Model T Runabout
Un Ford Model T Runabout de 1915, reacondicionado en rojo con capota blanda y tapicería negra, está a la venta. Este vehículo es un modelo americano de la época preguerras, equipado con un motor de cuatro cilindros en línea de 177 pulgadas y transmisión de dos velocidades. El coche ha sido registrado en Ontario, Canadá, y se vende con su documentación de propiedad. El vendedor ofrece el vehículo en nombre de una finca canadiense.
24 HorasVolkswagen reducirá producción de Taos en Puebla a un turno hasta diciembre
Volkswagen in Puebla will temporarily reduce the production of the Taos SUV to a single shift for about a month and a half, starting in mid-November and lasting until December 15th, as part of adjustments for its 2026 manufacturing program. This measure affects the assembly and auxiliary areas for the model. The plan also includes production stoppages from December 16th to 18th and a suspension of activities during the last two weeks of the year. These changes align with the automaker's production program requirements and were agreed upon with the union representation.
VarietyMargot Robbie ‘May Be Over’ Playing Harley Quinn, but James Gunn Would ‘Bend Over Backwards’ to Include Her in the DCU
James Gunn stated that while Harley Quinn will almost certainly return to the DC Universe, Margot Robbie may not reprise the role due to her busy schedule. Gunn expressed that he is not certain about her return, suggesting that a movie star's presence is not mandatory, but she might be too busy with other projects, such as 'Attack of the Fifty Foot Woman,' to revisit the character at this time.
Perfil“No estamos tan seguros de que esté funcionando”: Florencia Fiorentín cuestionó en RDEco la estrategia cambiaria del Gobierno
Economists discussed the challenges in deepening the inflation deceleration in Argentina, focusing on the government's exchange rate strategy. Florencia Fiorentín questioned the effectiveness of using the dollar as a reference to curb inflation, suggesting it is not working as intended. Other participants analyzed the role of fiscal balance, state intervention tools, and the influence of recession and political expectations on price evolution. They stressed that rebuilding monetary credibility is crucial for sustaining low inflation.
Daily MaverickTRC Roulette: Khampepe probe — Selebi ordered TRC files sealed, says ‘master file’ keeper Louis Bester
Louis Bester, custodian of the master TRC file, testified before the Khampepe Commission regarding delays in trials. He maintained his role was strictly limited to safeguarding official documents and ensuring forensic analysis of a disputed memorandum allegedly altered to suggest prosecutors planned to arrest high-ranking ANC officials, including Thabo Mbeki. Bester refuted claims of personal agenda, asserting his involvement was administrative and that he was not authorized to investigate ANC 37 cases.
Moskovsky KomsomoletsCallas admit Europe's fatigue from the war in Ukraine
Kaye Callas, head of European diplomacy, expressed that Europeans are fatigued by the war in Ukraine and find it difficult to justify continued support for Kyiv. She suggested that Europe must maintain resilience and increase aid to Ukraine, but citizens are struggling to understand the rationale behind these efforts due to the war's toll. The situation is complicated by disagreements among European politicians regarding negotiations with Vladimir Putin, with some viewing the role of chief negotiators as complicating coordination.
ClarínQuién es Sasha, la hija de Xuxa que anunció su embarazo: brilla como modelo, es furor en redes y tiene su propia marca de ropa
Sasha Meneghel, hija de Xuxa, anunció su embarazo junto a su pareja, el cantante João Figueiredo. La joven se ha consolidado en el mundo de la moda, lanzando su marca de indumentaria Mondepars. La pareja anunció su relación en 2020 y se casaron por civil en 2021.
El IntransigenteAnder Herrera enalteció la figura de Ponzio previo al Superclásico entre Boca y River
Ander Herrera expressed strong admiration for Leonardo Ponzio before the Superclásico between Boca and River, calling him one of the best people he has met in his career. Herrera highlighted their personal friendship, recalling their time together at Real Zaragoza, describing Ponzio as honest and honorable. Regarding Ponzio's role as interim coach for River, Herrera suggested he needs time to adapt to the new players, though he affirmed his personal preference for Boca in the match.
Yahoo SportsNo role handed to Dont'e Thornton for Raiders, has to 'beat somebody out'
Los Raiders activaron oficialmente al receptor Dont'e Thornton por primera vez esta temporada tras pasar siete semanas en lista de reserva por lesión. El equipo espera que Thornton demuestre competencia y supere a otros jugadores para asegurar su puesto como receptor X. Kubiak comentó que Thornton debe 'superar a alguien', señalando que su principal desafío es atrapar la pelota consistentemente, ya que solo logró diez atrapadas en 30 intentos la temporada anterior.
Ukrainska PravdaOlexiy Martynov: Viena no debe ser un lugar donde terminan las preguntas incómodas sobre Kravchenko
Olexiy Martynov questions why the former Prosecutor General of Ukraine, Ruslan Kravchenko, resides in Vienna, Austria, citing unresolved issues regarding his tenure. Martynov expresses concern over potential cover-ups in criminal proceedings, particularly concerning fraudulent call centers, and demands accountability from legal institutions regarding past investigative decisions. He insists that the location of Kravchenko should not shield him from scrutiny concerning his past role in the justice system.
Tony Serpa destapó una disputa entre Arruabarrena y la dirigencia de Boca
Antonio Serpa alleged that the management of Boca Juniors, led by Juan Román Riquelme, attempted to give Rodolfo Arruabarrena instructions on in-game changes five days before the Superclásico. Serpa claimed Arruabarrena was tired of receiving such messages, suggesting a pattern of interference. This claim emerged amid ongoing discussions about Arruabarrena's role, including his request for autonomy regarding player recruitment and coaching decisions.
ICAR–Sugarcane Breeding Institute Celebrates 115th Day Of Inception
The ICAR–Sugarcane Breeding Institute in Coimbatore celebrated its 115th foundation day. Dr. Himanshu Pathak, Director General of ICRISAT, highlighted the institute's crucial role in national sugar security, noting that over 80% of the country's sugarcane area uses its 'Co' varieties. He stressed the need for scientists to develop innovative solutions using advanced genomic technologies, AI, and climate-resilient breeding to address modern agricultural challenges. The event also recognized outstanding research in sugarcane agriculture.
Diario PanoramaEl difícil presente del santiagueño Exequiel Zeballos en Italia: pocos minutos y un Monza que pelea abajo
Exequiel Zeballos, a player from Santiago del Estero, is having a difficult start to his first European experience with Monza in Serie A after leaving Boca Juniors. He has only played 22 minutes in a recent loss against Napoli, struggling to secure a stable role in the team. His limited participation and struggles to find continuity reflect challenges in adapting to the Italian league and finding his footing in a team facing difficulties.
Batman Casting in DC Universe ‘Isn’t Far Away,’ Says James Gunn: A ‘Movie Star’ Isn’t Mandatory but He’ll Be ‘Around the Same Age’ as Superman
James Gunn, head of DC Studios, confirmed that the casting for the Batman role in the DC Universe is not finalized, but he stated that the actor will be around the same age as Superman. Gunn emphasized that he wants to select the best actor for the Batman role, regardless of past roles, and suggested that Batman and Superman will be contemporaries, likely in their mid-thirties.
Financial PostSharjah Desvela Uruk: Una Nueva Generación de Ciudades Sostenibles Construidas para la Era Post-IA
Sharjah unveiled 'Uruk,' a pioneering concept for sustainable cities designed for the post-AI era. This model integrates artificial intelligence and resource independence, aiming to enhance quality of life by ensuring self-sufficiency through solar, wind, and biogas energy. Uruk will feature circular resource management, including water recycling, and local food production, supported by intelligent robotics for daily services. The city is envisioned as a living laboratory for testing emerging technologies and fostering innovation among researchers and entrepreneurs.
Young Journalists Clubنتانیاهو پشت قفل ۶۱
The recent Israeli election results showed that no single bloc, including Netanyahu's, achieved the required 61 seats, indicating that forming a government requires a coalition. The distribution of seats is complex, with Arab parties playing a decisive role in forming the ruling coalition. Analysts suggest that Netanyahu's position is precarious, with opposition parties seeking to leverage the situation to either form a government or undermine Netanyahu's authority, potentially through a minority government or delaying the next election.
El DestapeVaticano: la historia de cómo se convirtió en un país y se independizó de Italia
The Vatican City achieved sovereign status in 1929, following nearly six decades of conflict between the papacy and the Italian State. This independence was secured through the Lateran Pacts, granting it a legal existence separate from Italy. Although geographically small, the Vatican holds significant international influence due to its role as the seat of the Catholic Church. The city's history traces back to ancient Roman settlements, with significant religious and political shifts occurring as the Italian peninsula unified.
TRT WorldWhat Ceuta’s border crisis reveals about Frontex’s role in European security
La crisis fronteriza en Ceuta, marcada por una afluencia masiva de migrantes desde Marruecos, ha puesto en relieve el papel y las preocupaciones sobre la gestión de fronteras de Frontex. La agencia ha evolucionado hacia una fuerza operativa con capacidades de vigilancia expandidas, lo que ha generado dudas sobre la rendición de cuentas y la aplicación de derechos fundamentales. Las investigaciones han revelado fallos en la supervisión y posibles empujes ilegales, cuestionando si el sistema de seguridad fronteriza de la UE es compatible con las obligaciones legales y los derechos humanos.