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Reasoning

2595 directly classified papers

Papers per year

Papers

Closing the Learning-Planning Loop with Predictive State Representations RSS 2010

Feature Construction for Inverse Reinforcement Learning NIPS 2010

Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation JMLR 2009

POMDPs for robotic tasks with mixed observability RSS 2009

The Wisdom of Crowds in the Recollection of Order Information NIPS 2009

Discrete MDL Predicts in Total Variation NIPS 2009

Goal-directed decision making in prefrontal cortex: a computational framework NIPS 2008

Temporal Dynamics of Cognitive Control NIPS 2008

SARSOP: Efficient Point-Based POMDP Planning by Approximating Optimally Reachable Belief Spaces RSS 2008

Skill Characterization Based on Betweenness NIPS 2008

Near-Maximum Entropy Models for Binary Neural Representations of Natural Images NIPS 2007

Structured Learning with Approximate Inference NIPS 2007

Experience-Guided Search: A Theory of Attentional Control NIPS 2007

Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations NIPS 2007

The Noisy-Logical Distribution and its Application to Causal Inference NIPS 2007

Collective Inference on Markov Models for Modeling Bird Migration NIPS 2007

Linear Programming Relaxations and Belief Propagation -- An Empirical Study JMLR 2006

Using Combinatorial Optimization within Max-Product Belief Propagation NIPS 2006

Relational Learning as Search in a Critical Region JMLR 2003

ILP: A Short Look Back and a Longer Look Forward JMLR 2003