Golam Mahadi

12 Questions 8 Answers 0 Followers

Questions related from Golam Mahadi

What is the future of Multi-Agent Reinforcement Learning (MARL)? Are there viable alternatives?

Multi-Agent Reinforcement Learning (MARL) has gained significant attention in complex decision-making and multi-agent coordination. However, is MARL the only viable approach, or are there...

14 March 2025 7,394 2 View

How do LLMs handle multimodal data, and what challenges arise in fusion techniques?

LLMs are evolving to process text, images, video, and audio simultaneously. This question explores how they integrate different data types, focusing on alignment issues, model architecture...

11 March 2025 1,852 0 View

How can Generative AI be optimized for low-resource languages and dialects?

Generative AI models face challenges with languages that lack sufficient training data. This discussion examines methods such as data augmentation, transfer learning, multilingual embeddings, and...

11 March 2025 4,378 4 View

How to Identify Fake Journals and Find Real Ones in the Software Engineering Field?

Dear Researchers, I hope you're doing well. As the number of journals and open-access platforms continues to grow, distinguishing between legitimate, high-quality journals and potentially...

11 March 2025 3,457 1 View

What are the best techniques for optimizing retrieval mechanisms in RAG?

RAG models combine retrieval-based search with generative AI, but efficiency depends on how well relevant information is retrieved. This question examines vector search, knowledge graph...

11 March 2025 799 0 View

How do various quantization methods, knowledge distillation frameworks, and pruning strategies compare when reducing the size of AI model approaches?

What emerging techniques show the most promise for reducing the size of AI models while preserving their performance metrics? How do these approaches compare across various quantization methods,...

10 March 2025 9,608 3 View

Which frameworks show promise for creating generalizable reinforcement learning agents capable of cross-domain knowledge transfer?

Which architectural frameworks show the greatest potential for developing generalizable reinforcement learning agents that can transfer knowledge across domains, and what theoretical challenges...

10 March 2025 125 2 View

What methodological improvements can enhance Scrum's effectiveness?

What methodological improvements can enhance the effectiveness of Scrum for AI-intensive software development projects? Additionally, how might Scrum evolve to address the complexities emerging in...

10 March 2025 5,560 4 View

How do Agile teams balance technical debt and rapid delivery while ensuring long-term product quality?

This question explores how Agile teams can handle technical debt (quick fixes that may cause future issues) while delivering fast, without compromising long-term product quality. It seeks...

08 March 2025 2,812 1 View

How do mathematical models and pattern recognition improve children's cognitive skills such as memory, attention, and problem solving?

This question examines the role of mathematical models and pattern recognition in educational tools and games. It seeks to understand how these concepts enhance children's cognitive skills,...

06 December 2024 4,350 2 View

How can we reduce digital screen time for children in this updated world?

How can we actively reduce children's screen time in our tech-driven society to promote healthier habits and better well-being?

01 January 1970 8,920 2 View

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01 January 1970 2,709 2 View