A curated list of awesome resources about reward construction for AI agents. This repository covers cutting-edge research, and practical guides on defining and collecting rewards to build more intelligent and aligned AI agents.

Unity game, enviroment for agent

🎯 Agent Reinforcement Trainer: Multi-step agent training system with advanced AI consensus mechanisms for trading decisions.

The Vercel for Agent Training - Train production-ready AI agents with 95% tool reliability

An end-to-end SFT pipeline for mobile game UA tool-calling agents — rule-based synthetic data generation, Qwen3 LoRA fine-tuning, and an 11-metric benchmark suite across 15 ad-domain tools.