Difference between revisions of "Google DeepMind AlphaGo Zero"
| Line 13: | Line 13: | ||
* [[Google DeepMind AlphaFold]] | * [[Google DeepMind AlphaFold]] | ||
* [[Minigo]] | * [[Minigo]] | ||
| + | * [[Monte Carlo Tree Search]] | ||
* [http://www.nature.com/articles/nature16961 Mastering the game of Go with deep neural networks and tree search | D. Silver, A. Huang, C. Maddison, A. Guez, L. Sifre, G. van den Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel & D. Hassabis - Nature] | * [http://www.nature.com/articles/nature16961 Mastering the game of Go with deep neural networks and tree search | D. Silver, A. Huang, C. Maddison, A. Guez, L. Sifre, G. van den Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel & D. Hassabis - Nature] | ||
* [http://www.nature.com/articles/nature24270.epdf?author_access_token=VJXbVjaSHxFoctQQ4p2k4tRgN0jAjWel9jnR3ZoTv0PVW4gB86EEpGqTRDtpIz-2rmo8-KG06gqVobU5NSCFeHILHcVFUeMsbvwS-lxjqQGg98faovwjxeTUgZAUMnRQ Mastering the game of Go without human knowledge | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis] | * [http://www.nature.com/articles/nature24270.epdf?author_access_token=VJXbVjaSHxFoctQQ4p2k4tRgN0jAjWel9jnR3ZoTv0PVW4gB86EEpGqTRDtpIz-2rmo8-KG06gqVobU5NSCFeHILHcVFUeMsbvwS-lxjqQGg98faovwjxeTUgZAUMnRQ Mastering the game of Go without human knowledge | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis] | ||
* [http://science.sciencemag.org/content/sci/362/6419/1140.full.pdf A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis - Science] | * [http://science.sciencemag.org/content/sci/362/6419/1140.full.pdf A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis - Science] | ||
| − | + | ||
<youtube>MgowR4pq3e8</youtube> | <youtube>MgowR4pq3e8</youtube> | ||
<youtube>Wujy7OzvdJk</youtube> | <youtube>Wujy7OzvdJk</youtube> | ||
<youtube>9kQ-6VcdtNQ</youtube> | <youtube>9kQ-6VcdtNQ</youtube> | ||
| + | |||
| + | * [http://medium.com/applied-data-science/alphago-zero-explained-in-one-diagram-365f5abf67e0 AlphaGo Zero Explained In One Diagram | David Foster] | ||
http://cdn-images-1.medium.com/max/1000/1*0pn33bETjYOimWjlqDLLNw.png | http://cdn-images-1.medium.com/max/1000/1*0pn33bETjYOimWjlqDLLNw.png | ||
| − | == Monte Carlo Tree Search == | + | == [[Monte Carlo Tree Search]] == |
[http://www.youtube.com/results?search_query=Monte+Carlo+Tree+Search Youtube search...] | [http://www.youtube.com/results?search_query=Monte+Carlo+Tree+Search Youtube search...] | ||
Revision as of 11:17, 11 August 2019
Youtube search... ...Google search
- Service Capabilities
- Evolutionary Computation / Genetic Algorithms
- Architectures
- Google DeepMind AlphaFold
- Minigo
- Monte Carlo Tree Search
- Mastering the game of Go with deep neural networks and tree search | D. Silver, A. Huang, C. Maddison, A. Guez, L. Sifre, G. van den Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel & D. Hassabis - Nature
- Mastering the game of Go without human knowledge | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis
- A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis - Science
Monte Carlo Tree Search
