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stat.ML2014★ 7 cited
Implicit Temporal Differences
Aviv Tamar, Panos Toulis, Shie Mannor +1
In reinforcement learning, the TD() algorithm is a fundamental policy evaluation method with an efficient online implementation that is suitable for large-scale problems. One pr…
stat.ML2014
Optimizing the CVaR via Sampling
Aviv Tamar, Yonatan Glassner, Shie Mannor
Conditional Value at Risk (CVaR) is a prominent risk measure that is being used extensively in various domains. We develop a new formula for the gradient of the CVaR in the form of…