For installation instructions and API documentation please refer to the docs
narla main.py \
--trial_settings.results_directory Results \
--environment_settings.environment CART_POLE \
--multi_agent_network_settings.layer_settings.neuron_settings.neuron_type POLICY_GRADIENT
Run main.py
with a product of all the settings
narla scripts/run_jobs.py \
--settings.trial_settings.results_directory RunnerResults \
--environments CART_POLE \
--gpus 0 1 2 3 \
--jobs_per_gpu 5 \
--learning_rates 0.01 0.001 0.0001 \
--neuron_types DEEP_Q ACTOR_CRITIC POLICY_GRADIENT \
--number_of_layers 1 2 3 4 5 6 7 8 9 10 \
--number_of_neurons_per_layer 5 10 15
This repository accompanies the paper Giving Up Control: Neurons as Reinforcement Learning Agents
@misc{ott2020giving,
title={Giving Up Control: Neurons as Reinforcement Learning Agents},
author={Jordan Ott},
year={2020},
eprint={2003.11642},
archivePrefix={arXiv},
primaryClass={cs.NE}
}