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Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"

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README.md
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core.py
core.py
 
 
pssvf.py
pssvf.py
 
 
requirements.txt
requirements.txt
 
 

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General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States

arxiv

Install requirements:

pip install -r requirements.txt

Reproduce PSSVF results for the MuJoCo environments:

python3 pssvf.py --env_name Ant-v3 --use_gpu 1
python3 pssvf.py --env_name HalfCheetah-v3 --use_gpu 1
python3 pssvf.py --env_name Swimmer-v3 --use_gpu 1
python3 pssvf.py --env_name Walker2d-v3 --use_gpu 1
python3 pssvf.py --env_name Hopper-v3 --use_gpu 1
python3 pssvf.py --env_name InvertedDoublePendulum-v2 --use_gpu 1

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Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"

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