Special Topics at the Intersection of Social and Information Sciences
CS101A, Section 01
Fall 2011
Tentative outline:
- September 27
Vickrey auction, introduction to routing games, course overview & mechanics
slides
- Sepbember 29
Price of Anarchy, introduction to nonatomic selfish routing, potential functions
(see AGT book, chapters 17 and 18)
- October 4
nonatomic routing: equilibrium existence, uniqueness, and Price of Anarchy
Euiwoong: solving for social optima in nonatomic routing games
- October 6
PoA in nonatomic games with affine costs is 4/3; atomic selfish routing
- October 11
guest lecture: Federico Echenique
- October 13
Nikolai: PoA in atomic congestion games (see the original paper)
Isaac: PLS
- October 18
regret minimization, WMA, Hedge
(see, e.g., R. Kleinberg's course notes)
- October 20
reaction papers due!
Shayan: price of total anarchy in atomic congestion games (see the original paper)
Merlob: smooth games (see the original paper)
- October 25
introduction to auctions & mechanism design
Alejandro: VCG, Clarke Pivot rule
(see AGT book, chapter 9)
- October 27
single-parameter truthful mechanisms
Raga: revelation principle
- November 1
guest lecture: Shaddin Dughmi
- November 3 & 4
NEGT Workshop at Caltech. Please register, plan to attend as much as you can, and consider presenting a poster!
- November 8
project proposals due!
randomized mechanisms
Bayesian setting
- November 10
revenue-maximizing auctions
Wen Hao: Myerson's Theorem
- November 15
Joe: application of MIR to combinatorial auctions
guest lecture: Yaron Singer
- November 17
revenue-maximizing auctions, continued
Bulow-Klemperer
intro to digital goods
- November 22
competitive auctions
Khai: RSPE is 4-competitive
- November 24
Thanksgiving - no class
- November 29 & December 1
project presentations - no extensions!
- December 8
project write-up due - no extensions!