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Questions tagged [reward]

A reward is the network feedback in a reinforcement-learning setting. Reward functions describe how an agent is awarded for its actions in a given state.

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Illegal action reward strategy for reinforcement learning : reward shaping and termination / truncation

I have some questions about strategy to adopt regarding illagal action handling in reinforcement learning (Stable Baselines 3 / SAC algo). First is about reward shaping, second is about terminating / ...
GerardL's user avatar
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Train Reward Model using Llama2:

this is my code that use to train reward model: ...
Sandun Tharaka's user avatar
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How to write a reward function that optimizes for profit and revenue?

So I want to write a reward function for a reinforcement learning model which picks products to display to a customer. Each product has a profit margin %. Higher price products will have a higher ...
JimDoe's user avatar
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What is a good reward function when objective is to minimize the average along with the variance?

I am trying to formulate a problem where we are trying to minimize the average resource allocated to different users. Due to some inherent properties of the environment, some users can be easily ...
user3656142's user avatar