Essays about: "A REWARD"
Showing result 1 - 5 of 287 essays containing the words A REWARD.
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1. Hardware Power Optimization of Base Station Using Reinforcement Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : 5G comes with requirements of much higher data rates for a digitally connected society where billions of new devices will be added in the coming years. From a RAN perspective, these demands will be served by an increasing number of eNB base stations. READ MORE
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2. Elaborate Operational Requirements to Address Reward Hacking in Reinforcement Learning Agents
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Autonomous agents, in recent times have been used to addressseveral problems, but these agents in their course of achievingtheir task also emit side effects to the environment in which theyoperate. Paramount of these side effects is reward hacking. Inthis report, we try to address reward hacking using elaborateoperational requirements. READ MORE
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3. Creating safer reward functions for reinforcement learning agents in the gridworld
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : We adapted Goal-Oriented Action planning, a decision-making architecture common in video games into the machine learning world with the objective of creating a safer artificial intelligence. We evaluate it in randomly generated 2D grid-world scenarios and show that this adaptation can create a safer AI that also learns faster than conventional methods. READ MORE
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4. Predicting vehicle trajectories with inverse reinforcement learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Autonomous driving in urban environments is challenging because there are many agents located in the environment all with their own individual agendas. With accurate motion prediction of surrounding agents in the environment, autonomous vehicles can plan for more intelligent behaviors to achieve specified objectives, instead of acting in a purely reactive way. READ MORE
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5. The Impact of Key Performance Indicators (KPIs) on Listed European Football Clubs
University essay from Lunds universitet/Företagsekonomiska institutionenAbstract : The purpose of this paper is to investigate and shed light on the critical success factors for investors, management and academia for listed European football clubs. This paper is the first of its kind in that it analyses the Key Performance Indicators and their respective impact on the stock price for 23 listed European football clubs. READ MORE
