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Reasoning

2,428 papers (30 classified directly here)

Subtopics

Causal Inference (936) Automated Reasoning (843) Formal Methods (351) Automated Planning (288) Graph Embeddings (215)

Papers per year

11
11
272
299
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Papers (including subtopics)

Learning Linear Bayesian Networks with Latent Variables ICML 2013
SADA: A General Framework to Support Robust Causation Discovery ICML 2013
Estimation of Causal Peer Influence Effects ICML 2013
Bridging the Gap Between Refinement and Heuristics in Abstraction IJCAI 2013
Experiment Selection for Causal Discovery JMLR 2013
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising JMLR 2013
Human memory search as a random walk in a semantic network NIPS 2012
Symbolic Dynamic Programming for Continuous State and Observation POMDPs NIPS 2012
Causal discovery with scale-mixture model for spatiotemporal variance dependencies NIPS 2012
Link Prediction in Graphs with Autoregressive Features NIPS 2012
Trajectory-Based Short-Sighted Probabilistic Planning NIPS 2012
Action-Model Based Multi-agent Plan Recognition NIPS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
Learning the Dependency Structure of Latent Factors NIPS 2012
On Lifting the Gibbs Sampling Algorithm NIPS 2012
Learning and Model-Checking Networks of I/O Automata ACML 2012
Recovering Networks from Distance Data ACML 2012
Tight Bounds on Proper Equivalence Query Learning of DNF COLT 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs JMLR 2012
Learning Linear Cyclic Causal Models with Latent Variables JMLR 2012
Robust Navigation Execution by Planning in Belief Space RSS 2012
Guaranteeing High-Level Behaviors while Exploring Partially Known Maps RSS 2012
Optimal Control with Weighted Average Costs and Temporal Logic Specifications RSS 2012
Autonomous Learning of Action Models for Planning NIPS 2011
Inductive reasoning about chimeric creatures NIPS 2011