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Reasoning

2595 directly classified papers

Papers per year

Papers

Discovering symbolic policies with deep reinforcement learning ICML 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

Probing Commonsense Explanation in Dialogue Response Generation EMNLP 2021

Table-based Fact Verification With Salience-aware Learning EMNLP 2021

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset EMNLP 2021

Towards Open World Object Detection CVPR 2021

Transformation Driven Visual Reasoning CVPR 2021

The Active Sensing Testbed AAAI 2021

A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021

Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021

RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021

Passive learning of Timed Automata from logs (Student Abstract) AAAI 2021

Constraint-Driven Learning of Logic Programs AAAI 2021

Automated Reasoning and Learning for Automated Payroll Management AAAI 2021

Improving Causal Inference by Increasing Model Expressiveness AAAI 2021

Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021

Thinking Fast and Slow in AI AAAI 2021

Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021

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

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

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