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### Subroutines, ideas, foundational material.
- Quantum algorithm for finding the minimum https://arxiv.org/abs/quant-ph/9607014
- Quantum algorithms revisited https://arxiv.org/pdf/quant-ph/97080…
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Migrate the Caffe2/MKL-DNN int8 operation to support Aten/JIT backend and align with Qint8 direction in Pytorch/Aten
Motivation
With Cascadelake/VNNI, MKL-DNN int8 functions can speedup DL m…
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File "/home/user/turtlebot_ws/src/dqn_qlearning_sarsa_mobile_robot_navigation/my_turtlebot3_training/src/start_dqlearn_training.py", line 19, in
from openai_ros.openai_ros_common import StartOpe…
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## Hypothesis
Authors of recently published research Alpha Zero stated that this technique could be easily generalised to other problems without significant human effort and it approached better th…
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From my view of the paper, examples shown in the main paper were mainly aimed at supervised learning (imitation learning), though there are some examples using reinforcement learning. So the question …
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Hello! I am very curious to try our your environment. However, when I was installing the dependencies, it looks like some crucial files such as setup.py is missing. Could you please upload the file, t…
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There's very much a question of whether this is worth the leap for us in the short term, but either way it's worth documenting what this might involve.
First of all, we use scikit-learn for running…
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Policy Evaluation
Policy Improvement
Policy Iteration
Value Iteration
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Hello. Thank you for your amazing work. I appreciate the efforts to provide a unified library of MARL algorithms and environments for benchmarking and reproducibility. To better achieve this goal, I s…