📋 Task List#

Here we list the tasks supported by genesis_lr.

  • To start the training: python legged_gym/scripts/train.py --task=task_name.

  • To visualize the trained model: python legged_gym/scripts/play.py --task=task_name

  • More command line parameters can be seen in legged_gym/utils/helpers.py/get_args()

Robot

Task Name

Description

Paper

Unitree Go2

go2

A simple example to train a go2 policy walking on plane

go2_wtw

Implementation of Walk These Ways on go2, supporting control of base height, base pitch angle, foot clearance, gait period and gait type

Walk These Ways: Tuning Robot Control for Generalization with Multiplicity of Behavior

go2_ts

Implementation of Teacher-Student on go2, for walking on tough terrains

Rapid Locomotion via Reinforcement Learning

go2_ee

Implementation of Explciit Estimator on go2, for walking on tough terrains

Concurrent Training of a Control Policy and a State Estimator for Dynamic and Robust Legged Locomotion

go2_dreamwaq

Implementation of DreamWaQ on go2, for walking on tough terrains

DreamWaQ: Learning Robust Quadrupedal Locomotion With Implicit Terrain Imagination via Deep Reinforcement Learning

go2_cat

Constraints as Terminations on go2, for walking on tough terrains

CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning

go2_nav

End-to-end local navigation on go2

Advanced Skills by Learning Locomotion and Local Navigation End-to-End

go2_cts

Implementation of Concurrent Teacher Student framework

CTS: Concurrent Teacher-Student Reinforcement Learning for Legged Locomotion

go2_ts_depth

Depth estimation variant for go2 (ts_depth)

Unitree G1

g1

A simple example to train a g1 policy walking on plane (only 12 dof, upper body fixed)

g1_deepmimic

Implementation of DeepMimic on Unitree G1 (29 dof)

DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills

g1_motion_vis

G1 motion visualization

Limx TRON1PF

tron1pf

A simple example to train a tron1pf policy walking on plane

tron1pf_ee

Implementation of Explciit Estimator on tron1pf, for walking on tough terrains

Limx TRON1SF

tron1sf

A simple example to train a tron1sf policy walking on plane

Booster K1

k1

A simple example to train a k1 policy walking on plane

k1_amp

AMP on Booster K1

AMP: Adversarial Motion Priors for Stylized Physics-Based Character Control

k1_cts_amp

CTS AMP on Booster K1

k1_motion_vis

K1 Motion Visualization

k1_deepmimic

DeepMimic on Booster K1 (29 dof)

DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills