A Steering Algorithm for Redirected Walking Using Reinforcement Learning.

IEEE Transactions on Visualization and Computer Graphics(2020)

Cited 61|Views38
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Abstract
Redirected Walking (RDW) steering algorithms have traditionally relied on human-engineered logic. However, recent advances in reinforcement learning (RL) have produced systems that surpass human performance on a variety of control tasks. This paper investigates the potential of using RL to develop a novel reactive steering algorithm for RDW. Our approach uses RL to train a deep neural network that...
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Key words
Legged locomotion,Learning (artificial intelligence),Prediction algorithms,Meters,Tracking,Heuristic algorithms,Space exploration
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