Reaching1DWithSelfDistraction-v0

class neurogym.envs.reaching.Reaching1DWithSelfDistraction(dt=100, rewards=None, timing=None)

Reaching with self distraction.

In this task, the reaching state itself generates strong inputs that overshadows the actual target input. This task is inspired by behavior in electric fish where the electric sensing organ is distracted by discharges from its own electric organ for active sensing. Similar phenomena in bats.

Tags

motor, steps action space

Reinforcement learning and analysis of this task

[Open in colab] [Jupyter notebook Source]

Sample run

post_step(ob, reward, done, info)

Modify observation.