Essays about: "importance of reward"
Showing result 11 - 15 of 62 essays containing the words importance of reward.
-
11. Option Pricing using Artificial Neural Networks
University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisationAbstract : Neural networks have an increasingly important role in the financial market, by offering a solution to stationarity and non-linearity whilst also providing robustness and predictive power. Options and option pricing are a fundamental area of interest in the daily activities of investment banks, hedge funds and trading firms in the financial market. READ MORE
-
12. How do sanctions affect government support in an autocratic setting? : A case study of Iran
University essay from Uppsala universitet/Statsvetenskapliga institutionenAbstract : Sanctions are presumed to work on the logic of a cost/benefit analysis, where the actors make concessions in response to induced pressure from the public who demands policy change because of hardened living conditions. The literature regarding sanctions effect on policy change are numerous, but less research has been made on what effects follow in domestic politics when sanctions are lifted. READ MORE
-
13. Network Drone Control using Deep Reinforcement Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this work, a reinforcement learning approach is adopted to control a drone in a cellular network. The goal is to find paths between arbitrary locations such that low radio quality areas, defined with respect to signal-to-interference-plus-noise-ratio, are avoided with the cost of longer flight paths. READ MORE
-
14. Reinforcement Learning– Intelligent Weighting of Monte Carlo and Temporal Differences
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : In Reinforcement learning the updating of the value functions determines the information spreading across the state/state-action space which condenses the valuebased control policy. It is important to have an information propagation across the value domain in a manner that is effective. READ MORE
-
15. User Plane Selection for Core Networks using Deep Reinforcement Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Allocating service functions to a core network upon users’ various demands isof importance in 5G networks. In this thesis work, we have studied reinforcementlearning models to solve this allocation problem. READ MORE
