Must-read Papers on LLM Agents.
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Updated
Feb 19, 2025
Must-read Papers on LLM Agents.
The Open Source Memory Layer For Autonomous Agents
A selection of state-of-the-art research materials on trajectory prediction
DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. Now expanding into crypto market intelligence. Learn more: https://datagen.digital/.
SMAC: The StarCraft Multi-Agent Challenge
🦠 Simulator for a particle system showing life-like behaviour.
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
Smart Python Agent Development Environment
GEARdrones is a lightweight drone control and multiagent localizaion system that combines flight controller, UWB relative localization algorithm, and software monitor.
Engy is an AI-powered development tool that generates fully functional web applications from natural language, streamlining the process from idea to working prototype.
Building a Software Dev Team. Experimental Project to orchestrate a team of agents to solve programming tasks.
Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
Lightweight multi-agent gridworld Gym environment
osBrain - A general-purpose multi-agent system module written in Python
[RA-L] S3E: A Multi-Robot Multimodal Dataset for Collaborative SLAM
The RoboCup Soccer Simulator Server
Python Agent DEvelopment framework
Conflict-based search for multi-agent path finding
Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)
Autonomous intelligent robot agent (AIRA) project implements the standard of economic interaction between human-robot and robot-robot.
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