1. Adversarial Search By: Aman Patel Nileshwari Desai 2. Topics Covered • • • • • •What is Adversarial Search ? Optimal decisions in Games Multiplayer Games Min-Max…

Slide 1Game playing Slide 2 Outline Optimal decisions α-β pruning Imperfect, real-time decisions Slide 3 Games vs. search problems "Unpredictable" opponent specifying…

Slide 1Adversarial Search Chapter 6 Section 1 – 4 Slide 2 Types of Games Slide 3 Deterministic games in practice Chess: Deep Blue defeated human world champion Garry Kasparov…

Slide 1 CSC 8520 Spring 2010. Paula Matuszek CS 8520: Artificial Intelligence Solving Problems by Searching Paula Matuszek Spring, 2010 Slides based on Hwee Tou Ng, aima.eecs.berkeley.edu/slides-ppt,…

Slide 1 1 Chapter 6 Section 1 – 4 Adversarial Search Slide 2 2 Outline Optimal decisions α-β pruning Imperfect, real-time decisions Slide 3 3 Games vs. search problems…

Slide 1 Artificial Intelligence for Games Game playing Patrick Olivier [email protected] Slide 2 Solution 6 7 3 -8 9 8 -1 6 1 0 0 2 4 -1 2 -3 6 Deterministic games in…

Slide 1Adversarial Search Chapter 6 Section 1 – 4 Slide 2 Outline Optimal decisions α-β pruning Imperfect, real-time decisions Slide 3 Games vs. search problems "Unpredictable"…

Slide 1Adversarial Search Chapter 5.1-5.3 1 Slide 2 Games vs. search problems "Unpredictable" opponent  specifying a move for every possible opponent reply Time…

Slide 1 Stochastic Zero-sum and Nonzero-sum  -regular Games A Survey of Results Krishnendu Chatterjee Chess Review May 11, 2005 Slide 2 5/11/05 2 Outline 1. Stochastic…

Slide 1 1 Monte-Carlo Planning Look Ahead Trees Alan Fern Slide 2 2 Monte-Carlo Planning Outline  Single State Case (multi-armed bandits)  A basic tool for other algorithms…