Rough terrain navigation using divergence constrained model-based reinforcement learning

SJ Wang, S Triest, W Wang, S Scherer… - 5th Annual Conference …, 2021 - openreview.net
Autonomous navigation of wheeled robots in rough terrain environments has been a long
standing challenge. In these environments, predicting the robot's trajectory can be …

A custom robotic arm in coppeliasim

S Chakraborty, PS Aithal - Chakraborty, Sudip, & Aithal, PS,(2021) …, 2021 - papers.ssrn.com
Purpose: For robotics research, we require the robot to test our functions, Logics, algorithms,
tasks, etc. Generally, we do not experiment with the practical robot. The primary issue is …

Forward kinematics demonstration of 6df robot using coppeliasim and c

S Chakraborty, PS Aithal - International Journal of Applied …, 2021 - papers.ssrn.com
Purpose: Robot researchers need the simulator to test their functions and algorithm before
implementing them into the real Robot. When we search for a good simulator, a …

Deep reinforcement learning-based failure-safe motion planning for a 4-wheeled 2-steering lunar rover

BJ Park, HJ Chung - Aerospace, 2023 - mdpi.com
The growing trend of onboard computational autonomy has increased the need for self-
reliant rovers (SRRs) with high efficiency for unmanned rover activities. Mobility is directly …

History-Aware Planning for Risk-free Autonomous Navigation on Unknown Uneven Terrain

Y Wang, N Du, Y Qin, X Zhang, R Song… - arXiv preprint arXiv …, 2024 - arxiv.org
It is challenging for the mobile robot to achieve autonomous and mapless navigation in the
unknown environment with uneven terrain. In this study, we present a layered and …

Rl star platform: Reinforcement learning for simulation based training of robots

T Blum, G Paillet, M Laine, K Yoshida - arXiv preprint arXiv:2009.09595, 2020 - arxiv.org
Reinforcement learning (RL) is a promising field to enhance robotic autonomy and decision
making capabilities for space robotics, something which is challenging with traditional …

SegVisRL: Visuomotor Development for a Lunar Rover for Hazard Avoidance using Camera Images

T Blum, G Paillet, W Masawat, M Laine… - arXiv preprint arXiv …, 2021 - arxiv.org
The visuomotor system of any animal is critical for its survival, and the development of a
complex one within humans is large factor in our success as a species on Earth. This system …