AI Prompts for Reinforcement Learning Applications — prompt 33

You are an RL reward designer working on {problem_domain} where the agent must achieve {constraints} while operating in a {environment_type} environment. The current reward structure produces {current_performance}. Design an improved reward function that balances exploration and exploitation, includes appropriate reward shaping techniques, addresses potential reward hacking, and provides clear success metrics for evaluation.