Search Results for author: Jinghao Xin

Found 2 papers, 2 papers with code

Efficient Real-time Path Planning with Self-evolving Particle Swarm Optimization in Dynamic Scenarios

1 code implementation20 Aug 2023 Jinghao Xin, Zhi Li, Yang Zhang, Ning li

Particle Swarm Optimization (PSO) has demonstrated efficacy in addressing static path planning problems.

Computational Efficiency

Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity

1 code implementation7 May 2023 Jinghao Xin, Jinwoo Kim, Zhi Li, Ning li

Meanwhile, the Sparrow simulator utilizes a 2D grid-based world, simplified kinematics, and conversion-free data flow to achieve a lightweight design.

Atari Games Robot Navigation

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