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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/chathurangishyalika/smartpilot

공식 코드

SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing

https://github.com/chauncygu/safe-reinforcement-learning-baselines

공식 코드

A Review of Safe Reinforcement Learning: Methods, Theory and Applications

https://github.com/che2198/apw

공식 코드

Boosting Fair Classifier Generalization through Adaptive Priority Reweighing

https://github.com/chen-zichen/xplainllm_dataset

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XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs

https://github.com/chendl02/awesome-llm-causal-reasoning

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Improving Causal Reasoning in Large Language Models: A Survey

https://github.com/chenghan111/dnc

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Visual Recognition with Deep Nearest Centroids

https://github.com/chengpengli1003/dotamath

공식 코드

DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning

https://github.com/chenli-lab/RL-Fairness

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Decoding fairness: a reinforcement learning perspective

https://github.com/chenlicodebank/dynamic-confidence-in-spiking-neural-networks

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Unleashing the Potential of Spiking Neural Networks by Dynamic Confidence

https://github.com/chennnnnyize/powersystem_rl_attacks

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Understanding the Safety Requirements for Learning-based Power Systems Operations

https://github.com/chenqian0618/tfn

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TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis

https://github.com/chenqikong/detect_and_locate

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Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales

https://github.com/chenwang4/oilad

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OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences

https://github.com/chicagohai/hypothesis-generation

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Literature Meets Data: A Synergistic Approach to Hypothesis Generation

https://github.com/chicagohai/learning-human-compatible-representations

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Learning Human-Compatible Representations for Case-Based Decision Support

https://github.com/chihyaoma/regretful-agent

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The Regretful Navigation Agent for Vision-and-Language Navigation

https://github.com/childtang/prance

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PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference

https://github.com/chl8856/AC_TPC

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Temporal Phenotyping using Deep Predictive Clustering of Disease Progression

https://github.com/chongminggao/dorl-codes

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Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation

https://github.com/chrisi-boop/dlv-normative-reasoning-

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Deontic Paradoxes in ASP with Weak Constraints

https://github.com/chrisjtan/counter

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Counterfactual Explainable Recommendation

https://github.com/christian-igel/smm

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Smooth Min-Max Monotonic Networks

https://github.com/christianpayer/medicaldataaugmentationtool-heatmapuncertainty

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Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization

https://github.com/christophbrgr/ood_detection_framework

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Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis

https://github.com/chrisyeh96/e2e-conformal

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End-to-End Conformal Calibration for Optimization Under Uncertainty

https://github.com/chuduanfeng/charms

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CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous Driving

https://github.com/chutongyang98/testing-calibration-in-nearly-linear-time

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Testing Calibration in Nearly-Linear Time

https://github.com/chutongyang98/testing-calibration-in-subquadratic-time

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Testing Calibration in Nearly-Linear Time

https://github.com/cicl-stanford/moral-evals

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Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models

https://github.com/cinofix/poisoning-clustering

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A black-box adversarial attack for poisoning clustering

https://github.com/cjwyx/ph-ddpg-model

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A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control

https://github.com/ckadelka/designprinciplesgenenetworks

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A meta-analysis of Boolean network models reveals design principles of gene regulatory networks

https://github.com/cl2-uwaterloo/genplan

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GenPlan: Generative Sequence Models as Adaptive Planners

https://github.com/cleandiffuserteam/cleandiffuser

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CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making

https://github.com/clear-nus/bridger

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Don't Start from Scratch: Behavioral Refinement via Interpolant-based Policy Diffusion

https://github.com/clear-nus/mirror

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MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication

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