Machine Learning Inverse Reinforcement Learning

To train a model to perform a specific task without explicit rewards.

To infer the reward function or preferences of an agent based on observed behavior.

To optimize the performance of a reinforcement learning agent in a given environment.

To generate synthetic data that resembles real-world data.