Mean Cumulative Objective Reward

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• "any goal or purpose can be well thought of as maximization of the expected value of the cumulative sum of a received scalar signal (reward)"quote0.777
  The reward hypothesis underpinning RL, quoted from Sutton and Barto.
• Conditional Mean Score Improvement (metric)concept0.742
  Score delta between last and first attempt for multi-attempt responses, measuring correction effectiveness
• Reward improvementconcept0.727
  The increase in reward during training, whose dynamics align with those of causal emergence in successful agents.
• reward as predictable stimuliconcept0.726
  Reinterpretation of rewards as simply predictable (unsurprising) stimuli under the free-energy principle.
• Reward Seekingconcept0.724
  Pragmatic or extrinsic value component of expected free energy; preference maximization.
• Final rewardconcept0.719
  The total reward accumulated by an RL agent at the end of training, used as the primary performance metric predicted by early causal emergence.
• Achievement as an Objective Goodconcept0.706
  On Hurka and Tasioulas's account, achievement's value reflects exercise of practical reason; digital minds could be super-achievers
• Goal-Directednessconcept0.703
  Proposed universal invariant of cognition and intelligence—capacity for goal-directed activity in a problem space, independent of substrate or embodiment.