Innovative AI Agent Collaboration Framework

We develop game-theoretic frameworks for optimizing AI agent interactions, focusing on collaboration and conflict resolution in multi-agent scenarios.

A group of four people gathered around a table with laptops, engaging in a collaborative and lively discussion. They are smiling and appear to be focused on something on the laptop screen. The setting is a modern office space with glass partitions and a relaxed atmosphere.
A group of four people gathered around a table with laptops, engaging in a collaborative and lively discussion. They are smiling and appear to be focused on something on the laptop screen. The setting is a modern office space with glass partitions and a relaxed atmosphere.
A hand holding a bright pink card with the word 'COOPERATION' printed in bold black letters. The card includes additional text, such as '(social)' and numbers '53 (77)'. The background features a light blue and gray diagonal pattern.
A hand holding a bright pink card with the word 'COOPERATION' printed in bold black letters. The card includes additional text, such as '(social)' and numbers '53 (77)'. The background features a light blue and gray diagonal pattern.
A group of men are gathered around a game board, deeply focused on the game. One man is pointing at the pieces on the board, suggesting an intense moment of strategy. The atmosphere is casual, with the men dressed in everyday clothing, one wearing a mask. The scene appears to be set outdoors, with soft lighting and smoke drifting in the air.
A group of men are gathered around a game board, deeply focused on the game. One man is pointing at the pieces on the board, suggesting an intense moment of strategy. The atmosphere is casual, with the men dressed in everyday clothing, one wearing a mask. The scene appears to be set outdoors, with soft lighting and smoke drifting in the air.
Data Collection

Compiling multi-agent scenarios for effective collaboration and goal optimization in various applications.

Model Fine-Tuning

Fine-tuning GPT-4 to simulate agent behaviors and propose optimal strategies for conflict resolution.

Two people are collaborating in a modern office space. They are seated on a vibrant yellow couch, closely looking at a laptop on the small, matching coffee table. Another person is seated at a white desk with multiple computer monitors. The room has a light teal accent wall and modern furniture.
Two people are collaborating in a modern office space. They are seated on a vibrant yellow couch, closely looking at a laptop on the small, matching coffee table. Another person is seated at a white desk with multiple computer monitors. The room has a light teal accent wall and modern furniture.
Agent Interaction

Simulating behaviors and optimizing conflict resolution strategies.

Several people are collaborating in an office setting, using sticky notes on a transparent board divided into columns labeled Q2, Q3, and Q4. Each column contains tasks or goals labeled under various headings. One person is writing on a sticky note while another is holding notes.
Several people are collaborating in an office setting, using sticky notes on a transparent board divided into columns labeled Q2, Q3, and Q4. Each column contains tasks or goals labeled under various headings. One person is writing on a sticky note while another is holding notes.
A group of men are gathered around a small square table, deeply engaged in a game. The game involves circular pieces with characters, arranged on a grid. The setting suggests they are playing a traditional board game, with intense focus and strategic thinking apparent from their expressions and body language. The image is in black and white, capturing a timeless, classic feel.
A group of men are gathered around a small square table, deeply engaged in a game. The game involves circular pieces with characters, arranged on a grid. The setting suggests they are playing a traditional board game, with intense focus and strategic thinking apparent from their expressions and body language. The image is in black and white, capturing a timeless, classic feel.
A group of people are working together in a collaborative environment. They are focused on their laptops, possibly engaged in a workshop or coding session. The room is softly lit with warm tones, and a few orange balloons are visible in the background.
A group of people are working together in a collaborative environment. They are focused on their laptops, possibly engaged in a workshop or coding session. The room is softly lit with warm tones, and a few orange balloons are visible in the background.
Resource Allocation

Efficient task coordination for optimized collaborative outcomes.

Collaboration

Optimizing interactions among AI agents for success.

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