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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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'15
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'25

Papers (including subtopics)

Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning NIPS 2022
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models NIPS 2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NIPS 2022
On the Learning Mechanisms in Physical Reasoning NIPS 2022
Root Cause Analysis of Failures in Microservices through Causal Discovery NIPS 2022
Anticipating Performativity by Predicting from Predictions NIPS 2022
Finding and Listing Front-door Adjustment Sets NIPS 2022
Explainable Reinforcement Learning via Model Transforms NIPS 2022
BusyBot: Learning to Interact, Reason, and Plan in a BusyBoard Environment CORL 2022
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022
Latent Space Explanation by Intervention AAAI 2022
Deconfounded Visual Grounding AAAI 2022
Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022
Resolving Inconsistencies in Simple Temporal Problems: A Parameterized Approach AAAI 2022
The SoftCumulative Constraint with Quadratic Penalty AAAI 2022
Two Compacted Models for Efficient Model-Based Diagnosis AAAI 2022
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs AAAI 2022
TAG: Learning Timed Automata from Logs AAAI 2022
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022
Heterogeneous Peer Effects in the Linear Threshold Model AAAI 2022
Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022
A Calculus for Computing Structured Justifications for Election Outcomes AAAI 2022
Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022