robotics methodology

32 verified PDFs

Quick Multi-Robot Motion Planning by Combining ...

by K Okumura · Cited by 22 — We propose a novel algorithm to solve multi-robot motion planning (MRMP) rapidly, called Simul- taneous Sampling-and-Search Planning (SSSP).

www.ijcai.org·3.6 MB
Optimal, Smooth, Nonholonomic Mobile Robot Motion ...

by M Pivtoraiko · 2007 · Cited by 31 — We present an approach to the problem of mobile robot motion planning in arbitrary cost fields subject to differential constraints.

publications.ri.cmu.edu·2.4 MB
ARW – Lecture 03 Motion Planning

Goal of robot motion planning: To construct a collision-free path from some initial configuration to some goal configuration for a robot within a workspace ...

www.hmc.edu·2.3 MB
Benchmarking Reinforcement Learning Algorithms on Real ...

by AR Mahmood · Cited by 287 — To study and alleviate these difficulties, we introduce six reinforcement learning tasks based on three commercially available robots. Most of these tasks ...

proceedings.mlr.press·2.1 MB
Learning to Walk via Deep Reinforcement Learning

Abstract—Deep reinforcement learning (deep RL) holds the promise of automating the acquisition of complex controllers that can map sensory inputs directly ...

roboticsproceedings.org·1.9 MB
A Review of Mobile Robot Motion Planning Methods

by L Dong · 2021 · Cited by 198 — This paper is a systematic review of current mainstream and state-of-the-art mobile robot motion planning methods. Its content mainly covers ...

arxiv.org·1.6 MB
Reinforcement Learning in Robotics: A Survey

Reinforcement learning offers to robotics a framework and set of tools for the design of sophisticated and hard-to-engineer behaviors. Conversely, the.

publications.ri.cmu.edu·1.4 MB
Introduction to Motion Planning

A mapping from sensing information to action inputs to complete mechanical motion-required tasks. Robot might not be able to move in any direction, velocity, ...

www.engineering.upenn.edu·793.1 KB
Parallel robot motion planning

by T Lozano-Pérez · Cited by 95 — We have implemented this motion planner for the first. three degrees-of-freedom of a Puma robot in *Lisp™ on a Thinking Machines' Connection Machine with 8K.

lis.csail.mit.edu·618.3 KB

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