Expected Cumulative Reward


Expected Cumulative Reward is a concept in Reinforcement Learning that refers to the sum of rewards obtained by an agent over a sequence of time steps, taking into account the probability of each possible outcome. It is used to evaluate the performance of a policy, which is a mapping from states to actions. The expected cumulative reward is calculated by taking the expected value of the sum of rewards obtained by following the policy from a given starting state. This calculation takes into account the probability of transitioning from one state to another and the probability of receiving a reward at each time step. The goal of reinforcement learning is to find a policy that maximizes the expected cumulative reward.


Your Previous Searches
Random Picks

  • Collaborative Approach: Collaborative Approach refers to a methodology in Data Science and Artificial Intelligence where multiple individuals or teams work together to solve a problem or complete a project. This approach involves sharing knowledge, skills, and res ... Read More >>
  • Neural: In the context of data science and artificial intelligence, neural refers to the use of artificial neural networks (ANNs) to simulate the behavior of the human brain in order to recognize patterns and make predictions. ANNs are composed of ... Read More >>
  • Wireless Communication: Wireless communication refers to the transfer of information between two or more points that are not connected by any physical medium. In the context of data science and artificial intelligence, wireless communication is often used to trans ... Read More >>
Top News

Trump nominates Marty Makary, who opposed COVID vaccine mandates, to head FDA...

President-elect Donald Trump has nominated a critic of COVID-19 health measures to lead the Food and Drug Administration....

News Source: CBS News on 2024-11-23

Amazon to invest another $4 billion in Anthropic, OpenAI’s biggest rival...

Amazon on Friday announced it would invest an additional $4 billion in Anthropic, the artificial intelligence startup founded by ex-OpenAI research executives....

News Source: NBC News on 2024-11-22

Amazon to invest an additional $4 billion in AI startup Anthropic...

Amazon is investing an additional $4 billion in the artificial intelligence startup Anthropic as major technology companies rush to fund generative AI...

News Source: ABC News on 2024-11-22

We met during the idyllic summer of 2021. Here’s how we’re staying radically...

'For Black people, hope isn’t just an optimistic outlook—it’s a survival mechanism,' write Aaron Long and Tynesha McHarris....

News Source: Fortune on 2024-11-22

Under U.S. antitrust fire, Alphabet stock drops 6%...

Plus: Gary Gensler exits, OpenAI mulls browser in the latest edition of Fortune's flagship tech newsletter....

News Source: Fortune on 2024-11-22