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20182026
most citedTianshou: a Highly Modularized Deep Reinforcement Learning Library

116 citations · 183 across the 6 of their papers we have counts for

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6 papers · 1 filter

cs.RO2026

TAPESIM: Efficient Simulation of Adhesive Tape Dispensing for Robotic Manipulation

Zhaofeng Luo, Xinyu Lu, Jaehoon Choi +11

Applying adhesive tape to secure wire harnesses or seal packages requires robots to coordinate a flexible strip, a moving roll, and surfaces that attach and detach. Simulation coul…

cs.RO2026

Tactile Genesis: Exploring Tactile Sensors at Scale for Learning Dexterous Tasks

Trinity Chung, Kashu Yamazaki, Dhruv Patel +4

Tactile sensing is critical for contact-rich dexterous manipulation, yet it remains unclear which tactile abstractions a policy needs and when richer tactile fields justify their h…

cs.RO2022★ 17 cited

Reactive Stepping for Humanoid Robots using Reinforcement Learning: Application to Standing Push Recovery on the Exoskeleton Atalante

Alexis Duburcq, Fabian Schramm, Guilhem Boéris +2

State-of-the-art reinforcement learning is now able to learn versatile locomotion, balancing and push-recovery capabilities for bipedal robots in simulation. Yet, the reality gap h…

cs.RO2019★ 14 cited

Online Trajectory Planning Through Combined Trajectory Optimization and Function Approximation: Application to the Exoskeleton Atalante

Alexis Duburcq, Yann Chevaleyre, Nicolas Bredeche +1

Autonomous robots require online trajectory planning capability to operate in the real world. Efficient offline trajectory planning methods already exist, but are computationally d…

cs.RO2019★ 36 cited

Towards Variable Assistance for Lower Body Exoskeletons

Thomas Gurriet, Maegan Tucker, Alexis Duburcq +2

This paper presents and experimentally demonstrates a novel framework for variable assistance on lower body exoskeletons, based upon safety-critical control methods. Existing work…

cs.RO2018

Feedback Control of an Exoskeleton for Paraplegics: Toward Robustly Stable Hands-free Dynamic Walking

Omar Harib, Ayonga Hereid, Ayush Agrawal +9

This manuscript presents control of a high-DOF fully actuated lower-limb exoskeleton for paraplegic individuals. The key novelty is the ability for the user to walk without the use…