Algorithms & Theory

Algorithms, data structures, computational complexity, cryptography, formal verification, logic, and type theory.

13 courses · 77 standalone talks · 370 total lectures

All Theory & Algos Algorithms & Data Structures (203)Computational Complexity (88)Cryptography (41)Probability & Information Theory (28)Neuroscience & Cognition (26)Calculus & Analysis (24)Complex Systems & Scaling (16)Computer Architecture (14)Signal Processing & Robotics (13)Dynamic Programming (13)

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Endpoint Replay: Compressing the Recency Buffer in Deep Reinforcement Learning

Endpoint Replay: Compressing the Recency Buffer in Deep Reinforcement Learning

Theory & Algos·Research Seminar · Parham Panahi · Alberta Machine Intelligence Institute (Amii)

Parham Panahi Alberta Machine Intelligence Institute (Amii)

56:25

POPRi: Private Federated Learning using Preference-Optimized Synthetic Data

POPRi: Private Federated Learning using Preference-Optimized Synthetic Data

Theory & Algos·Conference Talk · Charlie Hou · Google Research & TechTalks

Charlie Hou Google Research & TechTalks

33:40

UCL / DeepMind RL Lecture 3: Planning by Dynamic Programming — Policy & Value Iteration

UCL / DeepMind RL Lecture 3: Planning by Dynamic Programming — Policy & Value Iteration

COMP0089 · Lec 3 · David Silver · Google DeepMind

David Silver Google DeepMind

1:39:09

Dynamic Programming III (MIT 6.8210, Lecture 6)

Dynamic Programming III (MIT 6.8210, Lecture 6)

6.832 · Lec 6 · Russ Tedrake · MIT

Russ Tedrake MIT

1:19:46

Lecture 3 | MIT 6.832 (Underactuated Robotics), Spring 2020 | Dynamic Programming I

Lecture 3 | MIT 6.832 (Underactuated Robotics), Spring 2020 | Dynamic Programming I

6.832 · Lec 3 · Russ Tedrake · MIT

Russ Tedrake MIT

1:20:31

Lecture 9: Exploration and Exploitation (COMP0089)

Lecture 9: Exploration and Exploitation (COMP0089)

COMP0089 · Lec 9 · David Silver · Google DeepMind

David Silver Google DeepMind

1:39:18

Dynamic Programming II (MIT 6.8210, Lecture 4)

Dynamic Programming II (MIT 6.8210, Lecture 4)

6.832 · Lec 4 · Russ Tedrake · MIT

Russ Tedrake MIT

1:22:07

Lecture 21: Robust Control & Policy Search (6.832)

Lecture 21: Robust Control & Policy Search (6.832)

6.832 · Lec 21 · Russ Tedrake · MIT

Russ Tedrake MIT

1:17:06

Lecture 17: Bellman-Ford (6.006)

Lecture 17: Bellman-Ford (6.006)

6.006 · Lec 17 · Srini Devadas · MIT

Srini Devadas MIT

48:51

Lecture 6, Part 2 (CS 285)

Lecture 6, Part 2 (CS 285)

CS 285 · Lec 11 · Sergey Levine · UC Berkeley

Sergey Levine UC Berkeley

17:29

Lecture 5, Part 1 (CS 285)

Lecture 5, Part 1 (CS 285)

CS 285 · Lec 7 · Sergey Levine · UC Berkeley

Sergey Levine UC Berkeley

14:02

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