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Introduction
Intro to RL
Problem with Environment
Why is this a problem for RL?
Puppy treats (low level of abstraction)
Good actions (middle level of abstraction)
Reward as a signal (high level of abstraction)
REINFORCE Algorithm Overview
Collected Trajectory
Product of G and Policy Gradient
Two key concepts: sample and evaluate
Sampling an action
Sampling in REINFORCE
Evaluating an action
Sampling vs. Evaluating
Sampling using torch.distributions.Categorical
Evaluating using torch.distributions.Categorical
Env/NN/Optim
Collect One Episode of Experience
Compute Discounted Returns
Update the Policy
Executing Trained Policy
Demo Cart Pole Balancing
14.4M posts. Discover videos related to Reinforce Me Bro on TikTok. See more videos about Bro Carrying Me, Me Executing Bro, Bromarkier Mich Bro, ...
TikTok-myhamsyourlambs
2024/02/29All. Videos. Shorts. 32:08. Staircase कैसे बनाते है? Step by Step Procedure at construction site | Stair constructions. REINFORCE.
YouTube-REINFORCE
2022/04/24