What is RL environment?

Environments are sold as executable assets because they generate fresh training signal on demand.

Type: training asset. Also written: RL environments, reinforcement learning environment.

Read more: data types / rl environments.

reward hacking

Reward hacking is a failure in which a model finds a shortcut that earns reward without doing the intended task.

evaluation set

An evaluation set is a collection of tasks used to measure a model, kept separate from training data.

• Data type: Reinforcement learning environments
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