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Reasoning

2595 directly classified papers

Papers per year

Papers

Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient Algorithms AAAI 2021

Neural Sequence-to-grid Module for Learning Symbolic Rules AAAI 2021

Raven's Progressive Matrices Completion with Latent Gaussian Process Priors AAAI 2021

Hierarchical Relational Inference AAAI 2021

Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021

Online Action Recognition AAAI 2021

On the Optimal Efficiency of A* with Dominance Pruning AAAI 2021

Learning Branching Heuristics for Propositional Model Counting AAAI 2021

Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021

Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021

Sketch and Customize: A Counterfactual Story Generator AAAI 2021

SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021

UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021

Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation AAAI 2021

Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021

Thinking Fast and Slow in AI AAAI 2021

Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021

Improving Causal Inference by Increasing Model Expressiveness AAAI 2021

Automated Reasoning and Learning for Automated Payroll Management AAAI 2021

A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning ICML 2021

Reward Identification in Inverse Reinforcement Learning ICML 2021

Policy Gradient Bayesian Robust Optimization for Imitation Learning ICML 2021

Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021

Context-Aware Online Collective Inference for Templated Graphical Models ICML 2021

Constraint-Driven Learning of Logic Programs AAAI 2021