AAAI 2012 - PDF Preprint Papers

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AAAI
2012

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Generalized Monte-Carlo Tree Search Extensions for General Game Playing

12 years 2 months ago

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General Game Playing (GGP) agents must be capable of playing a wide variety of games skillfully. Monte-Carlo Tree Search (MCTS) has proven an effective reasoning mechanism for thi...

Hilmar Finnsson

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Id	Views	Title	Status

1	367	Generalized Monte-Carlo Tree Search Extensions for General Game Playing	claim
2	367	Discovering Spammers in Social Networks	claim
3	343	Fine-Grained Entity Recognition	claim
4	290	Far Out: Predicting Long-Term Human Mobility	claim
5	277	Relative Attributes for Enhanced Human-Machine Communication	claim
6	274	Colorization by Matrix Completion	claim
7	272	A Spin-Glass Model for Semi-Supervised Community Detection	claim
8	272	Model Learning and Real-Time Tracking Using Multi-Resolution Surfel Maps	claim
9	265	Security Games for Controlling Contagion	claim
10	259	A Multivariate Complexity Analysis of Lobbying in Multiple Referenda	claim
11	258	Improving Twitter Retrieval by Exploiting Structural Information	claim
12	255	A Sequential Decision Approach to Ordinal Preferences in Recommender Systems	claim
13	254	Learning Behavior Models for Hybrid Timed Systems	claim
14	253	HyperPlay: A Solution to General Game Playing with Imperfect Information	claim
15	250	An Object-Based Bayesian Framework for Top-Down Visual Attention	claim
16	249	Generalized Sampling and Variance in Counterfactual Regret Minimization	claim
17	249	Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League	claim
18	249	Discovering Constraints for Inductive Process Modeling	claim
19	248	A Tractable First-Order Probabilistic Logic	claim
20	247	Semi-Supervised Kernel Matching for Domain Adaptation	claim
21	246	Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images	claim
22	245	The Complexity of Planning Revisited - A Parameterized Analysis	claim
23	245	Transportability of Causal Effects: Completeness Results	claim
24	243	Optimal Auctions for Spiteful Bidders	claim
25	241	An Intelligent Battery Controller Using Bias-Corrected Q-learning	claim
26	240	Automated Strategies for Determining Rewards for Human Work	claim
27	240	Ontological Smoothing for Relation Extraction with Minimal Supervision	claim
28	237	Partial-Expansion A* with Selective Node Generation	claim
29	236	A Robust Bayesian Truth Serum for Small Populations	claim
30	233	Reformulating Temporal Action Logics in Answer Set Programming	claim
31	231	Sparse Probabilistic Relational Projection	claim
32	231	Learning the Kernel Matrix with Low-Rank Multiplicative Shaping	claim
33	231	The Price of Neutrality for the Ranked Pairs Method	claim
34	229	Computing Optimal Strategies to Commit to in Stochastic Games	claim
35	225	Convex Matching Pursuit for Large-Scale Sparse Coding and Subset Selection	claim
36	225	Design and Optimization of an Omnidirectional Humanoid Walk: A Winning Approach at the RoboCup 2011 3D Simulation Competition	claim
37	225	Sense Sentiment Similarity: An Analysis	claim
38	224	Learning from Demonstration for Goal-Driven Autonomy	claim
39	223	Automatic Targetless Extrinsic Calibration of a 3D Lidar and Camera by Maximizing Mutual Information	claim
40	223	Computing the Nucleolus of Matching, Cover and Clique Games	claim
41	221	Finding Optimal Abstract Strategies in Extensive-Form Games	claim
42	221	Learning Games from Videos Guided by Descriptive Complexity	claim
43	221	Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks	claim
44	221	Adaptive Polling for Information Aggregation	claim
45	221	Online Kernel Selection: Algorithms and Evaluations	claim
46	221	Double-Bit Quantization for Hashing	claim
47	220	A Dynamic Rationalization of Distance Rationalizability	claim
48	219	Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types	claim
49	219	Transfer Learning with Graph Co-Regularization	claim
50	218	Exact Lifted Inference with Distinct Soft Evidence on Every Object	claim
51	218	Strategic Advice Provision in Repeated Human-Agent Interactions	claim
52	216	BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness	claim
53	216	Advances in Lifted Importance Sampling	claim
54	216	Manifold Warping: Manifold Alignment over Time	claim
55	216	Towards Discovering What Patterns Trigger What Labels	claim
56	215	POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration Testing	claim
57	215	Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach	claim
58	215	Optimal Proportional Cake Cutting with Connected Pieces	claim
59	214	Identifying Bullies with a Computer Game	claim
60	214	Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements	claim
61	211	Catch Me If You Can: Pursuit and Capture in Polygonal Environments with Obstacles	claim
62	209	Computing Game-Theoretic Solutions and Applications to Security	claim
63	209	A Dichotomy for 2-Constraint Forbidden CSP Patterns	claim
64	208	Heuristic Search Comes of Age	claim
65	206	Agent-Human Coordination with Communication Costs Under Uncertainty	claim
66	206	Sequential Decision Making with Rank Dependent Utility: A Minimax Regret Approach	claim
67	206	Equality-Friendly Well-Founded Semantics and Applications to Description Logics	claim
68	205	Planning in Factored Action Spaces with Symbolic Dynamic Programming	claim
69	205	Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts	claim
70	205	Multi-Label Learning by Exploiting Label Correlations Locally	claim
71	205	Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains	claim
72	205	Kernel-Based Reinforcement Learning on Representative States	claim
73	205	Transfer Learning in Collaborative Filtering with Uncertain Ratings	claim
74	202	A Testbed for Learning by Demonstration from Natural Language and RGB-Depth Video	claim
75	202	Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning	claim
76	201	Emoticon Smoothed Language Models for Twitter Sentiment Analysis	claim
77	201	On Maxsum Fair Cake Divisions	claim
78	201	Online Task Assignment in Crowdsourcing Markets	claim
79	199	Goal Recognition with Markov Logic Networks for Player-Adaptive Games	claim
80	199	Dynamic Matching via Weighted Myopia with Application to Kidney Exchange	claim
81	198	Discriminative Clustering via Generative Feature Mapping	claim
82	198	A Search Algorithm for Latent Variable Models with Unbounded Domains	claim
83	197	MOMDPs: A Solution for Modelling Adaptive Management Problems	claim
84	196	Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters	claim
85	195	Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning	claim
86	194	Robust Cuts Over Time: Combatting the Spread of Invasive Species with Unreliable Biological Control	claim
87	193	Evaluating Temporal Plans in Incomplete Domains	claim
88	191	Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication	claim
89	190	Evaluating Resistance to False-Name Manipulations in Elections	claim
90	189	Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests	claim
91	189	Modeling Textual Cohesion for Event Extraction	claim
92	186	A Multi-Path Compilation Approach to Contingent Planning	claim
93	186	Real-Time Collaborative Planning with the Crowd	claim
94	185	A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring	claim
95	185	Optimizing Payments in Dominant-Strategy Mechanisms for Multi-Parameter Domains	claim
96	177	Using Sliding Windows to Generate Action Abstractions in Extensive-Form Games	claim
97	172	Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults	claim
98	170	Supervised Probabilistic Robust Embedding with Sparse Noise	claim

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