ctn-waterloo / modelling_ideas

Ideas for models that could be made with Nengo if anyone has time
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Simple actor-critic learning #105

Open tcstewar opened 4 years ago

tcstewar commented 4 years ago

Here's a nice actor-critic reinforcement learning model that would be fun to re-implement in Nengo (and try different learning rules)

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003024

Here's another somewhat similar RL model that'd be a good target too

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1000586

ndey96 commented 4 years ago

Gave this a shot here: https://github.com/ndey96/spiking-actor-critic