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Positive Gradients, Negative Gradients
+ the Importance of Pre-Training Priors
Dec 19, 2025
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Alex Nikulkov
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Bandits vs Reinforcement Learning from Human Feedback
Apr 30, 2024
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Alex Nikulkov
5
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Reward Modeling for RLHF
Jan 10, 2024
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Alex Nikulkov
2
Reward Model Overoptimization: Root Causes and Mitigations
Apr 7, 2024
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Alex Nikulkov
1
Bandits vs Reinforcement Learning from Human Feedback
Are single-step or multi-step models better suited for RLHF? Find out the main differences between them in this post
Apr 30, 2024
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Alex Nikulkov
5
2
Reward Model Overoptimization: Root Causes and Mitigations
When I first ran an RLHF training job, I was surprised at how easily the reward model scores increased during the training process.
Apr 7, 2024
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Alex Nikulkov
1
Reward Modeling for RLHF
An introduction to reward models
Jan 10, 2024
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Alex Nikulkov
2
Hello World
Welcome to Reinforced!
Jan 7, 2024
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Alex Nikulkov
Reinforced
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