← heapsort-ai

artificial intelligence

104 items

RESEARCHarXiv CS.AI·26d ago

Macro-Action Based Multi-Agent Instruction Following through Value Cancellation

This research introduces Macro-Action Value Correction for Instruction Compliance (MAVIC) to address inconsistencies in multi-agent reinforcement learning when external instructions interrupt long-horizon objectives. MAVIC modifies Bellman backups at instruction boundaries to enable consistent value estimation under stochastic instruction switching within a unified policy.

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ARTICLEDEV.to AI·4/17/2026

Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.

The AI landscape is experiencing unprecedented growth and transformation, driven by massive industry investments and integration into core development processes. This content highlights critical safety considerations, market dynamics, and global AI strategies, focusing on protecting vulnerable users.

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ARTICLEDEV.to AI·5/10/2026

BizNode gives you a full web dashboard at localhost:7777 — manage leads, conversations, knowledge base, and settings in one...

BizNode is a new platform that fuses artificial intelligence with autonomous operational nodes, creating AI agents that act as independent employees. This intelligent infrastructure enables businesses to work smarter, managing complex workflows from customer support to marketing campaigns.

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ARTICLEDEV.to AI·5/5/2026

BizNode handle limits scale with your tier: 3 handles (Basic $20) up to 5000 handles (1BZNode $1500). Every bot gets a free...

BizNode is a new business infrastructure leveraging artificial intelligence and autonomous operational nodes to create round-the-clock employees. The platform enables AI agents to handle complex workflows, from customer support to financial transactions, adapting to market changes in real time.

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