Essays about: "RL"

Showing result 26 - 30 of 114 essays containing the word RL.

  1. 26. Training an Adversarial Non-Player Character with an AI Demonstrator : Applying Unity ML-Agents

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Yousra Ramdhana Jlali; [2022]
    Keywords : Artificial intelligence AI ; reinforcement learning RL ; imitation learning IL ; non-player character NPC ; deathmatch;

    Abstract : Background. Game developers are continuously searching for new ways of populating their vast game worlds with competent and engaging Non-Player Characters (NPCs), and researchers believe Deep Reinforcement Learning (DRL) might be the solution for emergent behavior. READ MORE

  3. 27. Understanding Conceptions about Digital Threats : Assessing Public Knowledge of Cyber Threats

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

    Author : Almir Aljic; [2022]
    Keywords : Cybersecurity; CybersecurityAwareness; Vulnerability; VulnerabilityMetrics; Vulnerability Severity; AttackComplexity; RemediationLevel; Confidentiality; Cybersäkerhet; medvetenhet kring cybersäkerhet; sårbarhet; cybersårbarhet; cybersäkerhetsbrist; bedömningavcybersäkerhet; sårbarhetsaspekt; sårbarhetsskala; cyberattackers komplexitet; konfidentialitet;

    Abstract : As technology and Internet use continue to grow globally, cybersecurity has become an increasingly important topic to ensure the safety of individual consumers online. It is a growing cause for concern that cyber attacks are on the rise, as has been the case during the global pandemic. READ MORE

  4. 28. Teaching an Agent to Replicate Melodies by Listening : A Reinforcement Learning Approach to Generating Piano Rolls and Parameters of Physically Modeled Instruments from Target Audios

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

    Author : Wille Eriksson; [2022]
    Keywords : Reinforcement Learning; Music Informatics; Audio Processing; Physical Models; Instruments; Förstärkningsinlärning; Musikinformatik; Ljudbehandling; Fysiska modeller; Instrument;

    Abstract : Reinforcement learning has seen great improvements in recent years, with new frameworks and algorithms continually being developed. Some efforts have also been made to incorporate this method into music in various ways. READ MORE

  5. 29. Deep Reinforcement Learning for Card Games

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

    Author : Oscar Tegnér Mohringe; Rayan Cali; [2022]
    Keywords : Reinforcement Learning; Deep Q-Learning; Deep Monte-Carlo; Poker;

    Abstract : This project aims to investigate how reinforcement learning (RL) techniques can be applied to the card game LimitTexas Hold’em. RL is a type of machine learning that can learn to optimally solve problems that can be formulated according toa Markov Decision Process. READ MORE

  6. 30. Aerial View Image-Goal Localization with Reinforcement Learning

    University essay from Lunds universitet/Matematik LTH

    Author : John Backsund; Anton Samuelsson; [2022]
    Keywords : reinforcement learning; UAV; machine learning; policy gradient; artificial intelligence; reinforce; Technology and Engineering;

    Abstract : With an increased amount and availability of unmanned aerial vehicles (UAVs) and other remote sensing devices (e.g. satellites) we have recently seen an explosion in computer vision methodologies tailored towards processing and understanding aerial view data. READ MORE