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cs.LG2023
Generative Intrinsic Optimization: Intrinsic Control with Model Learning
Jianfei Ma
Future sequence represents the outcome after executing the action into the environment (i.e. the trajectory onwards). When driven by the information-theoretic concept of mutual inf…
cs.LG2023
Discerning Temporal Difference Learning
Jianfei Ma
Temporal difference learning (TD) is a foundational concept in reinforcement learning (RL), aimed at efficiently assessing a policy's value function. TD(), a potent variant, inc…