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Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Created
2017-05-24
53 commits to master branch, last one 6 months ago
🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation
robot
xsens
humanoid
isaac-gym
isaac-lab
isaac-sim
optitrack
robot-control
manipulability
robot-learning
robot-planning
humanoid-robots
robot-large-model
forward-kinematics
imitation-learning
inverse-kinematics
robot-manipulation
planning-algorithms
learning-from-demonstration
reinforcement-learning-algorithms
Created
2022-06-08
1,285 commits to main branch, last one 2 days ago
Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)
Created
2016-07-03
29 commits to master branch, last one 3 years ago
Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
Created
2018-06-11
54 commits to master branch, last one 3 years ago
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
Created
2019-07-25
2,308 commits to master branch, last one 2 years ago
Assetto Corsa OpenAI Gym Environment
Created
2024-06-06
48 commits to main branch, last one 19 days ago
Kernelized Movement Primitives (KMP)
Created
2019-07-10
78 commits to master branch, last one 3 years ago
Human Demo Videos to Robot Action Plans
Created
2024-10-06
47 commits to main branch, last one 19 days ago