Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Gradient Temporal Difference"”.
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Adaptive dynamic programming with eligibility traces and complexity reduction of high-dimensional systems
… programming (DHP). Moreover, a one-step temporal-difference (TD(0)) and <em>n</em>-step TD (TD(λ)) with their gradients are utilized as learning algorithms to train and online-adapt the families of ADP. The dissertation is organized into seven papers. The first paper demonstrates the …
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Designing policy optimization algorithms for multi-agent reinforcement learning
… many data-driven algorithms in RL such as the gradient temporal difference learning and actor-critic algorithms essentially solve a bi-level optimization problem by tracking an artificial auxiliary variable in addition to the decision variable and updating them at different rates. We propose a …