For example, when we are playing basketball, shooting from the three-point line may not always result in a field goal. Or to be more specific, shooting under your most favourable conditions—however they may be defined—do not always yield the result you want. You may be wide open for a...
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In regard to the return value: the idea was to keep this flexible, meaning that users can use the OfflinePreLearner in Pipelines where they need simply episodes. But you are right, it is simpler to override the OfflinePreLearner and then use this static method in its __call__ method. ...
Basically, the term reinforcement comes from the fact that a reward obtained by an agent should reinforce its behavior in a positive or negative way. Reward is local, meaning, it reflects the success of the agent's recent activity, not all the successes achieved by the agent so far. Of ...
PPE takes an approach calledhidden state decoding, where the agent learns a type of ML model called a decoder to extract the hidden endogenous state from an observation. It does this in a self-supervised manner, meaning it does not require a human to provide it with labels. For...
While RLHF improves theconsistencyof the model's answers, it inevitably does so at thecost of diversityin its generation abilities. This trade-off could be viewed as both a benefit and a limitation, depending on the intended use case. ...
Beyond additional qualitative results, we even find that LLMs successfully trained by our algorithm can often better understand the deep meaning of the queries, and its responses are more able to hit people’s souls directly. The absence of open-source implementations has posed significant ...
AutoRegLib (by Vazkii) Battle Towers (by AtomicStryker) Baubles (by Azanor) Better Survival (by Mujmajnkraft) Better Foliage (by octarine_noise) Bloodmoon (by Lumien) Chunk Animator (by Lumien) CompatLayer (by McJty) CoralReef (by primetoxinz) ...
Bloodmoon- A bloodmoon is set to appear at a 1% chance every night. When this happens, you cannot sleep, mob spawns are quadrupled, and the spawn radius from players removed, meaning mobs can spawn right next to you. Be extremely careful when this event happens. ...
And we clip this ratio in a range \( [1 - \epsilon, 1 + \epsilon] \), meaning that we remove the incentive for the current policy to go too far from the old one (hence the proximal policy term).Introducing the Clipped Surrogate Objective...