strands-agents/samples
Agent samples built using the Strands Agents SDK. (⭐ 655)
Agent samples built using the Strands Agents SDK. (⭐ 655)
Yesterday, agents rear-ended a car being driven by a 16-year-old, with her 15-year-old brother in the passenger seat. Instead of calling a guardian, agents photographed the 15-year-old… and then to...
We consider the problem of fair allocation of indivisible goods to agents with submodular valuation functions, where agents may have either equal entitlements or arbitrary (possibly unequal) entitlements. We focus on share-based fairness notions, spe...
Autonomous agents and systems cover a number of application areas, from robotics and digital assistants to combinatorial optimization, all sharing common, unresolved research challenges. It is not sufficient for agents to merely solve a given task; t...
####TL;DR: **NitroGen demonstrates that we can accelerate the development of generalist AI agents by scraping internet-scale data rather than relying on slow, expensive manual labeling.** **This res...
####TL;DR: **NitroGen demonstrates that we can accelerate the development of generalist AI agents by scraping internet-scale data rather than relying on slow, expensive manual labeling.** **This res...
Learned communication between agents is a powerful tool when approaching decision-making problems that are hard to overcome by any single agent in isolation. However, continual coordination and communication learning between machine agents or human-m...
We study the use of large language model-based agents for interacting with software via web browsers. Unlike prior work, we focus on measuring the agents' ability to perform tasks that span the typical daily work of knowledge workers utilizing enterp...
Browsing-enabled GPT agents with different personalities. (⭐ 61)
**TL;DR:** AI Agents are the future. Learning to build them is chaotic. I analyzed 10 of the best free GitHub repos and created a full 4-stage learning plan. The single best resource is `mlabonne/llm-...
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The emergence of AI agents powered by large language models (LLMs) marks a pivotal shift toward the Agentic Web, a new phase of the internet defined by autonomous, goal-driven interactions. In this paradigm, agents interact directly with one another...
The increasing deployment of autonomous AI agents on the web is hampered by a fundamental misalignment: agents must infer affordances from human-oriented user interfaces, leading to brittle, inefficient, and insecure interactions. To address this, we...
Recent advancements in Web AI agents have demonstrated remarkable capabilities in addressing complex web navigation tasks. However, emerging research shows that these agents exhibit greater vulnerability compared to standalone Large Language Models (...
Agents are the future of AI, and Cloudflare is the best place to get started. Use our agents framework and orchestration tools to run the models you choose and deliver new agents quickly.
Follow along with my AI Agents Masterclass videos! All of the code I create and use in this series on YouTube will be here for you to use and even build on top of! (⭐ 3310)
Suppose that in a given planar circular region, there are some smart mobile evaders and we would like to find them using sweeping agents. We assume that the sweeping agents are in a line formation whose total length is 2r. We propose procedures for d...
This paper initiates a discussion of mechanism design when the participating agents exhibit preferences that deviate from expected utility theory (EUT). In particular, we consider mechanism design for systems where the agents are modeled as having cu...
Hello! I was trying to build my own Agent using Azure AI foundry agents thru Project > Agents and my goal is to create an agent that basically connects to certain context, for testing purposes I us...
In linear models of consensus dynamics, the state of the various agents converges to a value which is a convex combination of the agents' initial states. We call it democratic if in the large scale limit (number of agents going to infinity) the vecto...