Sesame Labs provides powerful tools for AI-driven community management. Its features include automated rewards, advanced bot detection, and seamless Discord bot integration. The platform is designed to enhance engagement and retention, making it ideal for businesses looking to build and maintain vibrant online communities. By leveraging AI, Sesame Labs simplifies moderation and rewards distribution, helping community managers focus on growth and interaction.

Multiagent-Prediction-Reward is a research-oriented framework that integrates prediction models and reward distribution mechanisms for multi-agent reinforcement learning. It includes environment wrappers, neural modules for forecasting peer actions, and customizable reward routing logic that adapts to agent performance. The repository provides configuration files, example scripts, and evaluation dashboards to run experiments on cooperative tasks. Users can extend the code to test novel reward functions, integrate new environments, and benchmark against established multi-agent RL algorithms.