Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present the first differentially private algorithms for reinforcement learning, which apply to the task of evaluating a fixed policy.  establish two approaches for achieving differential privacy, provide a theoretical analysis of the privacy and utility of the two algorithms, and show promising results on simple empirical examples.
['Borja Balle', 'Maziar Gomrokchi', 'Doina Precup']
I am writing a research paper on a idea Differentially private policy evaluation
[{"from": "human", "value": "I am writing a research paper on a idea Differentially private policy evaluation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present the first differentially private algorithms for reinforcement learning, which apply to the task of evaluating a fixed policy.  establish two approaches for achieving differential privacy, provide a theoretical analysis of the privacy and utility of the two algorithms, and show promising results on simple empirical examples."}]