Blind Bipedal Stair Traversal via Sim-to-Real Reinforcement Learning

Long short-term memory

Sepp Hochreiter and Jürgen Schmidhuber · 1997

Earlier work this paper cites.

Stable stair climbing in a simple hexapod robot

EZ Moore and M Buehler · 2001

Earlier work this paper cites.

Detection of stair dimensions for the path planning of a bipedal robot

Amos Albert, Michael Suppa, and Wilfried Gerth · 2001

Earlier work this paper cites.

Climbing stairs with EP-WAR2 biped robot

Giorgio Figliolini and Marco Ceccarelli · 2001

Earlier work this paper cites.

Virtual model control: An intuitive approach for bipedal locomotion

Jerry Pratt and Chee-Meng Chew and Ann Torres and Peter Dilworth and Gill Pratt · 2001

Earlier work this paper cites.

Swing-leg retraction: a simple control model for stable running

André Seyfarth, Hartmut Geyer, and Hugh Herr · 2003

Earlier work this paper cites.

Stair climbing for humanoid robots using stereo vision

J-S Gutmann, Masaki Fukuchi, and Masahiro Fujita · 2004

Earlier work this paper cites.

Running over rough terrain reveals limb control for intrinsic stability

Monica A. Daley and Andrew A. Biewener · 2006

Earlier work this paper cites.

GPU-accelerated real-time 3D tracking for humanoid locomotion and stair climbing

Philipp Michel, Joel Chestnutt, Satoshi Kagami, Koichi Nishiwaki, James Kuffner, and Takeo Kanade · 2007

Earlier work this paper cites.

Swing leg control in human running

Yvonne Blum, Susanne W Lipfert, Juergen Rummel, and André Seyfarth · 2010

Earlier work this paper cites.

A finite-state machine for accommodating unexpected large ground-height variations in bipedal robot walking

Hae-Won Park, Alireza Ramezani, and Jessy W Grizzle · 2012

Cited alongside, same era.

Mujoco: A physics engine for model-based control

Emanuel Todorov, Tom Erez, and Yuval Tassa · 2012

Cited alongside, same era.

Adam: A method for stochastic optimization

Original

Diederik P Kingma and Jimmy Ba · 2014

Cited alongside, same era.

Characterizing swing-leg retraction in human locomotion

KL Poggensee, MA Sharbafi, and A Seyfarth · 2014

Cited alongside, same era.

Don’t break a leg: running birds from quail to ostrich prioritise leg safety and economy on uneven terrain

Aleksandra V. Birn-Jeffery, Christian M. Hubicki, Yvonne Blum, Daniel Renjewski, Jonathan W. Hurst, and Monica A. Daley · 2014

Cited alongside, same era.

Feedback control for cassie with deep reinforcement learning

Zhaoming Xie, Glen Berseth, Patrick Clary, Jonathan Hurst, and Michiel van de Panne · 2018

Later among the works it cites.

Reinforcement learning: An introduction

Richard S Sutton and Andrew G Barto · 2018

Later among the works it cites.

Sim-to-Real Transfer of Robotic Control with Dynamics Randomization

X. B. Peng, M. Andrychowicz, W. Zaremba, and P. Abbeel · 2018

Later among the works it cites.

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Later among the works it cites.

On Learning Symmetric Locomotion

Farzad Adbolhosseini, Hung Yu Ling, Zhaoming Xie, Xue Bin Peng, and Michiel van de Panne · 2019

Later among the works it cites.

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