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Inverse Reinforcement Learning Argorithms

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Name		Name	Last commit message	Last commit date
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envs		envs
images		images
.gitignore		.gitignore
README.md		README.md
lp_irl.py		lp_irl.py
max_ent_deep_irl.py		max_ent_deep_irl.py
max_ent_irl.py		max_ent_irl.py
value_iteration.py		value_iteration.py

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Inverse Reinforcement Learning

Implemented Algorithms

LP IRL
Maximum Entropy IRL
Maximum Entropy Deep IRL

Reward Map

Ground Truth

LP

Maximum Entropy IRL

Maximum Entropy Deep IRL

Requirements

OpenAI gym
numpy
scipy
chainer

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Inverse Reinforcement Learning Argorithms

reinforcement-learning chainer openai-gym inverse-reinforcement-learning

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Python 100.0%