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Decision Making

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/ElementAI/beyond-trivial-explanations

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Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations

https://github.com/EmuKit/emukit

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Emulation of physical processes with Emukit

https://github.com/Endres-group/psxc-research

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Persistent pseudopod splitting is an effective chemotaxis strategy in shallow gradients

https://github.com/EvoNexusX/Graph-Retrieval-Augmented-Trustworthiness-Reasoning

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GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning

https://github.com/ExplainableML/DeViL

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DeViL: Decoding Vision features into Language

https://github.com/Eyeline-Research/FlashDepth

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FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution

https://github.com/FMZennaro/SLBandits

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Using Subjective Logic to Estimate Uncertainty in Multi-Armed Bandit Problems

https://github.com/FanmingL/Recurrent-Offpolicy-RL

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Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate

https://github.com/FeMa42/soil-tdm

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Imitation Learning by State-Only Distribution Matching

https://github.com/FelipeNuti/diffusion-relative-rewards

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Extracting Reward Functions from Diffusion Models

https://github.com/Forrest-Stone/EOR

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Decision Information Meets Large Language Models: The Future of Explainable Operations Research

https://github.com/ForzaETH/LLMxRobot

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Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models

https://github.com/GT-SALT/Persuasion_Strategy_WVAE

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Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests

https://github.com/Gabrielcb/Unsupervised_selfAdaptative_ReID

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Unsupervised and self-adaptative techniques for cross-domain person re-identification

https://github.com/GarciaLab/TranscriptionalTimescale

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A matter of time: Using dynamics and theory to uncover mechanisms of transcriptional bursting

https://github.com/GarmentLab/GarmentLab

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GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation

https://github.com/GeoDS/Region2vec

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Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions

https://github.com/GhadaSokar/Dynamic-Sparse-Training-for-Deep-Reinforcement-Learning

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Dynamic Sparse Training for Deep Reinforcement Learning

https://github.com/GhanshyamVerma/Explainable-Recommender-System

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Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning

https://github.com/Guoxoug/PTQ-acc-cal

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An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks

https://github.com/HCIS-Lab/RiskBench

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RiskBench: A Scenario-based Benchmark for Risk Identification

https://github.com/HCPLab-SYSU/Medical_DS

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End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis

https://github.com/HDFengChina/How-to-Control-Hydrodynamic-Force

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How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning

https://github.com/HITsz-TMG/ExplainableVisualEntailment

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Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations

https://github.com/HKUST-KnowComp/EvidenceConflict

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ECon: On the Detection and Resolution of Evidence Conflicts

https://github.com/HanqingWangAI/SSM-VLN

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Structured Scene Memory for Vision-Language Navigation

https://github.com/Harry1993/GhostImage

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GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems

https://github.com/Healthy-AI/inpole

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How Should We Represent History in Interpretable Models of Clinical Policies?

https://github.com/HeegerGao/CRIL

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CRIL: Continual Robot Imitation Learning via Generative and Prediction Model

https://github.com/HireTheHero/CausalIntersectionalityDualGradient

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Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes

https://github.com/HiyaToki/Uncovering-Agendas

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Uncovering Agendas: A Novel French & English Dataset for Agenda Detection on Social Media

https://github.com/HoldenHu/PDRS

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Modeling and Leveraging Prerequisite Context in Recommendation

https://github.com/Hongshen-Yang/pair-trading-envs

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Reinforcement Learning Pair Trading: A Dynamic Scaling approach

https://github.com/HuTobias/HIGHLIGHTS-LRP

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Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps

https://github.com/HuayuLiArizona/Conformalized-Multiple-Instance-Learning-For-MedTS

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Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models

https://github.com/HumanCompatibleAI/derail

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DERAIL: Diagnostic Environments for Reward And Imitation Learning

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