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Reasoning

2,964 papers

Papers per year

7
14
131
832
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Papers

Steady-State Policy Synthesis in Multichain Markov Decision Processes IJCAI 2020
Scaling Up AND/OR Abstraction Sampling IJCAI 2020
Neural Belief Reasoner IJCAI 2020
Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020
Ontology Reasoning with Deep Neural Networks (Extended Abstract) IJCAI 2020
Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets L4DC 2020
Learning nonlinear dynamical systems from a single trajectory L4DC 2020
Lifted Query Answering in Gaussian Bayesian Networks PGM 2020
Bean Machine: A Declarative Probabilistic Programming Language For Efficient Programmable Inference PGM 2020
Grounding Language to Non-Markovian Tasks with No Supervision of Task Specifications RSS 2020
Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020
Differentiable Scene Graphs WACV 2020
PlotQA: Reasoning over Scientific Plots WACV 2020
Figure Captioning with Relation Maps for Reasoning WACV 2020
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently NIPS 2019
Self-Critical Reasoning for Robust Visual Question Answering NIPS 2019
Learning Perceptual Inference by Contrasting NIPS 2019
Connective Cognition Network for Directional Visual Commonsense Reasoning NIPS 2019
Causal Confusion in Imitation Learning NIPS 2019
Are Disentangled Representations Helpful for Abstract Visual Reasoning? NIPS 2019
Learning by Abstraction: The Neural State Machine NIPS 2019
Abstract Reasoning with Distracting Features NIPS 2019
On Tractable Computation of Expected Predictions NIPS 2019
BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting AAAI 2019
Evolving Solutions to Community-Structured Satisfiability Formulas AAAI 2019