Essays about: "A REWARD"

Showing result 1 - 5 of 285 essays containing the words A REWARD.

  1. 1. Elaborate Operational Requirements to Address Reward Hacking in Reinforcement Learning Agents

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Sina Yaghoobzadehtari; Colin Owusu Adomako; Siavash Paidar; [2019-11-18]
    Keywords : ;

    Abstract : 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

  2. 2. Creating safer reward functions for reinforcement learning agents in the gridworld

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Andres De Biase; Mantas Namgaudis; [2019-11-12]
    Keywords : ;

    Abstract : 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

  3. 3. Predicting vehicle trajectories with inverse reinforcement learning

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

    Author : Bjartur Hjaltason; [2019]
    Keywords : ;

    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

  4. 4. The Impact of Key Performance Indicators (KPIs) on Listed European Football Clubs

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Igor Victor Noonan; Marco Israel Silicaro; [2019]
    Keywords : Free Cash Flow Theory; Underinvestment Problem; Panel Data Regression; Trade Off Theory; Business and Economics;

    Abstract : 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

  5. 5. Intrinsic Motivation and its Neural Correlates

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Josefin Lidén; [2019]
    Keywords : intrinsic motivation; self-determination theory; neuroscience; dopaminergic pathways;

    Abstract : Why is motivation important? The answer is simple to most of us: it is what makes people push forward and act. Intrinsic motivation is the kind of motivation that arises from within a person, making her or him strive towards a goal for no other reward than the feeling it will bring. READ MORE