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Reinforcement

Computer and Tech News

Fusion Plasmas Meet Their Match in Reinforcement Learning

Maria J. Danford 3 years ago

Comparable mismatches in supply and demand from customers contributed to enormous cascading blackouts in August 2003 in the northeastern United States and Canada, in July 2012 in India, and in March 2019 in Venezuela. The circumstance is not likely to get greater whenever soon, for 3 motives. First, as countries […]

Computer Networking

Quantum Deep Reinforcement Learning for Robot Navigation Tasks

Maria J. Danford 3 years ago

Classical deep reinforcement learning has been made use of for robotic behaviors even so, these strategies have several drawbacks, this sort of as massive sample complexity and confined generalization capabilities. Quantum computing opens the way for advancements in autonomous robotics. Modern autonomous robots normally use deep reinforcement studying procedures. Picture […]

Computer Networking

PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning

Maria J. Danford 5 years ago

Storyline visualizations might be made use of to existing fictions, meeting information or application evolutions. On the other hand, it is tough to style and design this kind of visualizations and current application has only limited style and design alternatives and structure flexibility. A recent review implies utilizing reinforcement learning […]

Computer Software

Meta-learning Framework for Reinforcement Learning Algorithms

Maria J. Danford 5 years ago

Present reinforcement learning algorithms function using a rule established in accordance to which the agent’s parameters are being continuously up-to-date by way of observation of the latest environmental condition. A single of feasible methods to increase the effectiveness of these algorithms could use automatic discovery of update rules from available […]

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