Home » 2021 DeepMind x UCL RL Lecture Series – Exploration \u0026 Control [2/13] | deep mind

2021 DeepMind x UCL RL Lecture Series – Exploration \u0026 Control [2/13] | deep mind

by Hanh Nguyen

2021 DeepMind x UCL RL Lecture Series – Exploration \u0026 Control [2/13]


นอกจากการดูบทความนี้แล้ว คุณยังสามารถดูข้อมูลที่เป็นประโยชน์อื่นๆ อีกมากมายที่เราให้ไว้ที่นี่: ดูเพิ่มเติม

Research Scientist Hado van Hasselt looks at why it’s important for learning agents to balance exploring and exploiting acquired knowledge at the same time.
Slides: https://dpmd.ai/explorationcontrol
Full video lecture series: https://dpmd.ai/DeepMindxUCL21

2021 DeepMind x UCL RL Lecture Series - Exploration \u0026 Control [2/13]

AlphaGo – The Movie | Full award-winning documentary


With more board configurations than there are atoms in the universe, the ancient Chinese game of Go has long been considered a grand challenge for artificial intelligence.
On March 9, 2016, the worlds of Go and artificial intelligence collided in South Korea for an extraordinary bestoffivegame competition, coined The DeepMind Challenge Match. Hundreds of millions of people around the world watched as a legendary Go master took on an unproven AI challenger for the first time in history.
Directed by Greg Kohs and with an original score by Academy Award nominee Hauschka, AlphaGo had its premiere at the Tribeca Film Festival. It has since gone on to win countless awards and near universal praise for a story that chronicles a journey from the halls of Oxford, through the backstreets of Bordeaux, past the coding terminals of DeepMind in London, and ultimately, to the sevenday tournament in Seoul. As the drama unfolds, more questions emerge: What can artificial intelligence reveal about a 3000yearold game? What can it teach us about humanity?
Find out more: https://www.alphagomovie.com/
\”I want my style of Go to be something different, something new, my own thing, something that no one has thought of before.\” Lee Sedol, Go Champion (18 World Titles).
\”We think of DeepMind as kind of an Apollo program effort for AI. Our mission is to fundamentally understand intelligence and recreate it artificially.\” Demis Hassabis, CoFounder \u0026 CEO, DeepMind.
\”The Game of Go is the holy grail of artificial intelligence. Everything we’ve ever tried in AI, it just falls over when you try the game of Go.\” Dave Silver, Lead Researcher for AlphaGo.

AlphaGo - The Movie | Full award-winning documentary

AlphaFold: The making of a scientific breakthrough


The inside story of the DeepMind team of scientists and engineers who created AlphaFold, an AI system that is recognised as a solution to \”protein folding\”, a grand scientific challenge for more than 50 years.
Find out more:
deepmind.com/alphafold
Protein references:
TBP = To be published
1BYI: Sandalova, T., et al. (1999) Structure of dethiobiotin synthetase at 0.97 A resolution. Acta Crystallographica Section D 55: 610624.
3NPD: Das, D. et al. (2014) Crystal structure of a putative quorum sensingregulated protein (PA3611) from the Pseudomonasspecific DUF4146 family. Proteins 82: 10861092.
5AOZ: Bule, P., et al. Structural Characterization of the Third Cohesin from Ruminococcus Flavefaciens Scaffoldin Protein, Scab. (TBP)
5ERE: Joachimiak, A. A novel extracellular ligand receptor. (TBP)
5L8E: Dharadhar, S., et al. (2016) A conserved twostep binding for the UAF1 regulator to the USP12 deubiquitinating enzyme. Journal of Structural Biology 196: 437447.
5M20: Liauw, P., et al. Structure of Thermosynechococcus elongatus Psb32 fused to sfGFP. (TBP)
5W9F: Buchko, G.W., et al. (2018) Cytosolic expression, solution structures, and molecular dynamics simulation of genetically encodable disulfiderich de novo designed peptides. Protein Science 27: 16111623.
6BTC: MirSanchis, I., et al. (2018) Crystal Structure of an Unusual SingleStranded DNABinding Protein Encoded by Staphylococcal Cassette Chromosome Elements. Structure 26: 1144.
6CL6: Buth, S.A., et al. (2018) Structure and Analysis of R1 and R2 Pyocin ReceptorBinding Fibers. Viruses 10.
6CP9: Gucinski, G.C., et al. (2019) Convergent Evolution of the Barnase/EndoU/Colicin/RelE (BECR) Fold in Antibacterial tRNase Toxins. Structure 27: 1660.
6CVZ: Loppnau, P., et al. Crystal structure of the WD40repeat of RFWD3. (TBP)
6D2V: Clinger, J.A., et al. Structure and Function of Terfestatin Biosynthesis Enzymes TerB and TerC. (TBP)
6E4B: Tan, K., et al. The crystal structure of a putative alpharibazole5’P phosphatase from Escherichia coli str. K12 substr. MG1655 (CASP target). (TBP)
6EK4: Brauning, B., et al. (2018) Structure and mechanism of the twocomponent alphahelical poreforming toxin YaxAB. Nature Communications 9: 18061806.
6F45: Dunne, M., et al. (2018) Salmonella Phage S16 Tail Fiber Adhesin Features a Rare Polyglycine Rich Domain for Host Recognition. Structure 26: 15731582.e4.
6M9T: Audet, M., et al. (2019) Crystal structure of misoprostol bound to the labor inducer prostaglandin E2receptor. Nature Chemical Biology 15: 1117.
6MSP: Koepnick, B., et al. (2019) De novo protein design by citizen scientists. Nature 570: 390394.
6N64: Birkinshaw, R.W., et al. Structure of SMCHD1 hinge domain. (TBP)
6N9Y: Kerviel, A., et al. (2019) Atomic structure of the translation regulatory protein NS1 of bluetongue virus. Nature Microbiology 4: 837845.
6ORI: Spiegelman, L., et al. Enterococcal surface protein, partial Nterminal region (CASP target). (TBP)
6PX4: Krieger, I.V., et al. (2020) The Structural Basis of T4 Phage Lysis Control: DNA as the Signal for Lysis Inhibition. Journal of Molecular Biology 432: 46234636.
6QVM: Osipov, E.M., et al. Crystal structure of native Oglycosylated multiheme cytochrome cf with Slayer binding domain. (TBP)
6T1Z: Debruycker, V., et al. (2020) An embedded lipid in the multidrug transporter LmrP suggests a mechanism for polyspecificity. Nature Structural \u0026 Molecular Biology 27: 829835.
6TRI: Rasmussen, K.K., et al. (2020) Revealing the mechanism of repressor inactivation during switching of a temperate bacteriophage. PNAS 117: 2057620585.
6U7L: Minasov, G., et al. 2.75 Angstrom Crystal Structure of Galactarate Dehydratase from Escherichia coli. (TBP)
6UBL: Kosgei, A.J., et al. Structure of DynF from the Dynemicin Biosynthesis Pathway of Micromonospora chersina. (TBP)
6UK5: Alvarado, S.K., et al. Structure of SAM bound CalS10, an amino pentose methyltransferase from Micromonospora echinaspora involved in calicheamicin biosynthesis. (TBP)
6VR4: Leiman, P.G., et al. Virionpackaged DNAdependent RNA polymerase of crAsslike phage phi14:2 (CASP target). (TBP)
6X6O: Shi, K., et al. (2020) Crystal structure of bacteriophage T4 Spackle as determined by native SAD phasing. Acta Crystallographica Section D 76: 899904.
6XBD: Coudray, N., et al. Structure of MlaFEDB lipid transporter reveals an ABC exporter fold and two bound phospholipids. (TBP)
6YA2: Bahat, Y., et al. First structure of a glycoprotein from enveloped plant virus. (TBP)
6YFN: Rumnieks, J., et al. Expansion of the structural diversity of singlestranded RNA bacteriophages. (TBP)
6YJ1: Sobieraj, A., et al. (CASP target) Crystal structure of the M23 peptidase domain of Staphylococcal phage 2638A endolysin. (TBP)
7JTL: Flower, T.G., et al. (2020) Structure of SARSCoV2 ORF8, a rapidly evolving coronavirus protein implicated in immune evasion. Biorxiv.

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AlphaFold: The making of a scientific breakthrough

Hướng dẫn chơi cờ vây | Phần 1: Tập chơi Cờ vây, Go Chess


Cờ Vây | Hướng dẫn chơi cờ vây tiếng việt.
Dạy cờ vây, học cách chơi cờ vây căn bản cho người mới biết chơi, bắt đầu chơi.
Cờ Vây = Trí Tuệ + Bản Lĩnh + Sáng Tạo

Hướng dẫn chơi cờ vây | Phần 1: Tập chơi Cờ vây, Go Chess

15 Minute Super Deep Meditation Music: Relax Mind Body, Inner Peace, Relaxing Music, ☯2563B


15 Minute Super Deep Meditation Music: Relax Mind Body, Inner Peace, Relaxing Music, ☯2563B Our relaxing Meditation Music is perfect for Deepak Chopra meditations, Buddhist meditation, Zen meditation, Mindfulness meditation and Eckhart Tolle meditation. This music is influenced by Japanese meditation music, Indian meditation music, Tibetan music and Shamanic music. Some benefits include cleansing the Chakra, opening the Third Eye and increasing Transcendental meditation skills. The work of Byron Katie, Sedona Method, Silva Method and the Secret highlights the fact that healing can occur through using the mind and being in the “now”. Healing Meditation can be practised using this music for best results.
YellowBrickCinema composes Sleep Music, Study Music and Focus Music, Relaxing Music, Meditation Music (including Tibetan Music and Shamanic Music), Healing Music, Reiki Music, Zen Music, Spa Music and Massage Music, Instrumental Music (including Piano Music, Guitar Music and Flute Music) and Yoga Music. We also produce music videos with Classical Music from composers such as Mozart, Beethoven and Bach.
Our music is popular for the following:
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YellowBrickCinema’s Sleep Music is the perfect relaxing music to help you go to relax, go to sleep, and enjoy deep sleep. Our music for sleeping is the best music for stress relief, to reduce insomnia, and encourage dreaming. Our calm music for sleeping uses delta waves and soft instrumental music to help you achieve deep relaxation, and fall asleep. Our relaxing sleep music can be used as background music, meditation music, relaxation music, peaceful music and sleep music. Let the soothing and calming sounds help you enjoy relaxing deep sleep.
Our instrumental music is specially designed to encourage and enhance relaxation, meditation, brain function and concentration, spa and massage therapy, and healing music therapy. In addition, we use binaural beats (Delta Waves, Alpha Waves and Theta Waves) to naturally encourage a state of relaxation which is perfect for concentration, meditation or deep sleep. Our long music playlists are perfect for your daily meditation and relaxation. Our music videos use light, beautiful, calming sounds (some with nature sounds) that leave you feeling refreshed.
►Study \u0026 Focus Music:
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YellowBrickCinema’s Instrumental Music includes guitar music, piano music and flute music. Our instrumental music can be used for relaxation, study, meditation and stress relief.
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Yellow Brick Cinema’s Classical Music is ideal for studying, reading, sleeping (for adults and babies) and general relaxation. We’ve compiled only the best quality music from some of the world’s most renowned composers such as Mozart, Beethoven, Vivaldi, Bach, Debussy, Brahms, Handel, Chopin, Schubert, Haydn, Dvorak, Schumann, Tchaikovsky and many more. Enjoy Yellow Brick Cinema’s Classical Music whilst relaxing, studying, working, reading, or falling asleep.
► Spa and Massage Music:
Our light spa music is useful after a long day of work to unwind and relax. The spa music, nature sounds, rain sounds, and easy listening instruments used in these tracks encourage ultimate relaxation. YellowBrickCinema’s music is great for massage therapy, and our music will help you relax your mind and body.
►Reiki \u0026 Zen Music:
Our Reiki Music and Zen Music is ideal for Reiki healing sessions, and encouraging a state of Zen. Let the calming, subtle sounds take you to a higher state of consciousness, and allow you to give and receive powerful Reiki vibrations.
►Yoga Music:
Our calming music is useful for yoga for beginners, yoga exercises, yoga chants influenced by Indian songs, African music, and is soothing music which can enable you to go into a yoga trance. If you are familiar with the work of Yogscast, Hare Krishna, Michael Franti, and Keshna be sure to use this.
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15 Minute Super Deep Meditation Music: Relax Mind Body, Inner Peace, Relaxing Music, ☯2563B

นอกจากการดูหัวข้อนี้แล้ว คุณยังสามารถเข้าถึงบทวิจารณ์ดีๆ อื่นๆ อีกมากมายได้ที่นี่: ดูบทความเพิ่มเติมในหมวดหมู่Technology

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