Google DeepMind Introduces MONA: A Novel Machine Learning Framework to Mitigate Multi-Step Reward Hacking in Reinforcement Learning

Google DeepMind Introduces MONA: A Novel Machine Learning Framework to Mitigate Multi-Step Reward Hacking in Reinforcement Learning

Reinforcement learning (RL) focuses on enabling agents to learn optimal behaviors through reward-based training mechanisms. These methods have empowered systems to tackle increasingly complex tasks, from mastering games to addressing real-world problems. However, as the complexity of these tasks increases, so does the potential for agents to exploit reward systems in unintended ways, creating new…

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Google DeepMind researchers introduce new benchmark to improve LLM factuality, reduce hallucinations

Google DeepMind researchers introduce new benchmark to improve LLM factuality, reduce hallucinations

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Hallucinations, or factually inaccurate responses, continue to plague large language models (LLMs). Models falter particularly when they are given more complex tasks and when users are looking for specific and highly detailed responses.  It’s a challenge…

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Tech’s biggest winners in 2024

Tech’s biggest winners in 2024

In recent years, reflecting on the past 12 months has seemed to bring back nothing but woe. Surprisingly, though, 2024 saw a higher number of candidates for good things in tech than bad. In spite of the continued AI onslaught, widespread dissatisfaction and worldwide political conflict, there were some bright spots this year that put…

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Obsidian Vs Google Keep

Obsidian Vs Google Keep

Two popular note-taking tools: Obsidian and Google Keep. Each has a loyal user base and specific strengths, but how do they truly compare? Below, we will evaluate them comprehensively, covering aspects like features, usability, collaboration, pricing, and more, to help you decide which tool aligns best with your needs. Interface: First Impressions and Ease of…

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Google DeepMind at NeurIPS 2024

Google DeepMind at NeurIPS 2024

Research Published 5 December 2024 Advancing adaptive AI agents, empowering 3D scene creation, and innovating LLM training for a smarter, safer future Next week, AI researchers worldwide will gather for the 38th Annual Conference on Neural Information Processing Systems (NeurIPS), taking place December 10-15 in Vancouver, Two papers led by Google DeepMind researchers will be…

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