Essays about: "Neural Net-work"
Showing result 1 - 5 of 6 essays containing the words Neural Net-work.
-
1. Modelling Airbnb Prices in the Maltese Islands
University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionenAbstract : The digital platform Airbnb has gained popularity in a number of countries particu- larly in the Maltese islands. Striking a balance in setting a price that is competitive and also renders a good profit can be a challenge. READ MORE
-
2. Artificial Value-at-Risk : Using Neural Networks to Replicate Filtered Historical Simulation for Value-at-Risk Calculations
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : Since financial markets are considered risky, there is a need to have credible tools that can estimate these risks. For a Central Clearing Counterparty it is of utmost importance to conduct accurate estimations of its members’ risk exposures to deter-mine their margin requirements. READ MORE
-
3. Robust Reinforcement Learning in Continuous Action/State Space
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this project we aim to apply Robust Reinforce-ment Learning algorithms, presented by Doya and Morimoto [1],[2], to control problems. Specifically, we train an agent to balancea pendulum in the unstable equilibrium, which is the invertedstate.We investigate the performance of controllers based on twodifferent function approximators. READ MORE
-
4. Evaluation of machine learning methods to predict payment preferences
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The last couple of years machine learning has seen a renaissance, with Artificial Neural Networks in particular rising to prominence. The technology is being adopted by more and more businesses, with varying degrees of success. READ MORE
-
5. Hopfield Model on Incomplete Graphs
University essay from Lunds universitet/Matematisk statistikAbstract : We consider the Hopfield model on graphs. Specifically we compare five different incomplete graphs on 4 or 5 vertices’s including a cycle, a path and a star. Provided is a proof of the Hamiltonian being monotonically decreasing under asynchronous network dynamics. READ MORE