as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
identify two methods of preventing reinforcement learning that come with significant risks and disadvantages.
user
the two methods of preventing reinforcement learning that come with significant risks and disadvantages are genetic algorithms and temporal difference (td) learning. genetic algorithms require a large number of trials and so consume a lot of resources. td learning also requires many trials to evaluate the effectiveness of an action and may lead to exploration of bad moves that lead to poor performance.
assistant