本文介绍一篇1999年发表在ICML的文章:Policy invariance under reward transformations: Theory and application to reward shaping。论文的作者是大家非常熟悉的吴恩达(Andrew Ng)老师。 论文传送门:Policy invariance under reward transformations: Theory and application to reward shaping 论文的亮点是:给出了 reward shap...
强化学习论文——Policy invariance under reward transformations: Theory and application to reward shaping,程序员大本营,技术文章内容聚合第一站。
Principled reward shaping for reinforcement learning via lyapunov stability theoryBasic concepts for the Lyapunov stability are introduced. Conditions are obtained for the stability of linear equations with constant, periodic, and general variable coefficients. Linearization and......
This article presents an integrative, analytic, and interactive approach to explaining corruption. We find that extant research, while empirically rich, of
This reward system is called conditioning, and it defines human behavior as a response to one's environment and not a product of the unconscious or unobservable mind. John Watson developed behavioral personality theory in 1913. He believed that one could predict and even control human behavior ...
Many legal questions involve the application of settled law to the facts of a particular case. But there are other cases, where the law is unsettled, either because there is no controlling precedent or because there is an going dispute about whether the controlling decision is correct. This top...
(In terms of scientific study, Skinner referred to the initial behavior as the "operant response," or response being measured Operant conditioning: Skinner Box A chamber in which to observe operant learning in animals, mainly rats and pigeons Operant conditioning: Shaping When training an animal, ...
control theoretic terms (heroin addiction model, opponent process theory, respondent conditioning, evolutionary theory, instrumental conditioning, incentive sensitization, and autoshaping) and provide examples of quantitative simulations for two of these models (opponent process theory and instrumental ...
There’s a tradeoff, however, between holding cash that offers liquidity but no returns vs. bonds that provide interest or returns but are less liquid. Theinterest rateis effectively the reward that investors demand to part with liquidity and hold less liquid assets like bonds. ...
Development-the group concentrates on ways to implement a single solu tion; members are involved and excited. Integration-the group focuses on tension-free solidarity rather than the task; members reward each other for cohesive efforts. If the phase model is right, your communication theory ...