Chapter
Reinforcement Learning for Elevator Optimization
1:10:28 - 1:16:18 (05:50)
The application of reinforcement learning and neural net can help modify the heuristics elevator banks use for decision making in maximizing throughput and stoppage on floors in the most optimal manner.
Clips
The key to achieving success may not just be confidence, but unbreakable hope and a little dream, mixed with a healthy dose of skepticism, problem-solving, and utilizing all of life's experiences.
1:10:28 - 1:11:20 (00:51)
Summary
The key to achieving success may not just be confidence, but unbreakable hope and a little dream, mixed with a healthy dose of skepticism, problem-solving, and utilizing all of life's experiences.
ChapterReinforcement Learning for Elevator Optimization
Episode#144 – Michael Littman: Reinforcement Learning and the Future of AI
PodcastLex Fridman Podcast
Researchers have investigated the use of neural networks and reinforcement learning to optimize elevator controls for maximal efficiency, with success in simulation studies.
1:11:20 - 1:12:52 (01:32)
Summary
Researchers have investigated the use of neural networks and reinforcement learning to optimize elevator controls for maximal efficiency, with success in simulation studies.
ChapterReinforcement Learning for Elevator Optimization
Episode#144 – Michael Littman: Reinforcement Learning and the Future of AI
PodcastLex Fridman Podcast
This transcript discusses the development of AlphaGo Zero and its self-play mechanism, which didn't receive a human bootstrap in the beginning stages like its prequel AlphaGo.
1:12:52 - 1:14:24 (01:31)
Summary
This transcript discusses the development of AlphaGo Zero and its self-play mechanism, which didn't receive a human bootstrap in the beginning stages like its prequel AlphaGo. The transcript notes the dominance of this self-play approach in Reinforcement Learning (RL) setting for AlphaGo Zero.
ChapterReinforcement Learning for Elevator Optimization
Episode#144 – Michael Littman: Reinforcement Learning and the Future of AI
PodcastLex Fridman Podcast
The speaker discusses the intuition behind how random behavior can turn into basic intelligent behavior, using the example of game playing as a way to take leaps towards superhuman level intelligence.
1:14:24 - 1:16:18 (01:54)
Summary
The speaker discusses the intuition behind how random behavior can turn into basic intelligent behavior, using the example of game playing as a way to take leaps towards superhuman level intelligence.