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Stable Walking for Bipedal Robots Using PPO

Year: 2025
Type: conference-paper
Abstract: This paper explores the application of Proximal Policy Optimization (PPO) for achieving stable bipedal locomotion in autonomous robots.Unlike traditional model-based approaches, PPO leverages reinforcement learning to develop adaptive gait patterns that respond to environmental changes in real time.
Language: English
Open Access status: bronze
OpenAlex ID: W4410503067
FWCI: 2.903
Cites:
Cited by: 1
Related to: 10