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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
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
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bsd-2-clause
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"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
Kernelized Movement Primitives (KMP)
Created 2019-07-10
78 commits to master branch, last one 3 years ago