Essays about: "Propensity Scoring"

Found 2 essays containing the words Propensity Scoring.

1. 1. Bayesian Off-policy Sim-to-Real Transfer for Antenna Tilt Optimization

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Albin Larsson Forsberg; [2021]
   Keywords : Simulation to Reality; Coverage and Capacity Optimization; Remote Electrical Tilt; Reinforcement Learning; Bayesian Optimization; Domain Randomization; Off- policy Estimation; Simulering till Verklighet; Täckning och Kapacitetsoptimering; Fjärrstyrning av Elektrisk Lutning; Förstärkningsinlärning; Bayesiansk Optimering; Domänrandomisering; Off- policyskattning;

   Abstract : Choosing the correct angle of electrical tilt in a radio base station is essential when optimizing for coverage and capacity. A reinforcement learning agent can be trained to make this choice. If the training of the agent in the real world is restricted or even impossible, alternative methods can be used. READ MORE

3. 2. Resisting Together : How and Why The Unforced Force of Inclsuive Civil Resistance Increase Democracy

   University essay from Uppsala universitet/Institutionen för freds- och konfliktforskning

   Author : Joel Martinsson; [2018]
   Keywords : Civil Resistance; Non-violence; Democracy; Democratization; Difference-in-Difference; Propensity Scoring; Civil olydnad; ickevåld; demokrati; demokratisering; difference-in-difference; propensity scoring;

   Abstract : Previous research has found that civil resistance has a positive impact on democratic development. Still, despite increased academic attention to how civil resistance affects democratization and democracy, no systematic study has yet examined how the nature of inclusion in a civil resistance impacts various elements of democracy. READ MORE