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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/reliable-ai/fairml-multiverse

공식 코드

One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions

https://github.com/reluzita/fair-lnc-evaluation

공식 코드

Systematic analysis of the impact of label noise correction on ML Fairness

https://github.com/ren-research/socially-equitable-public-models

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Building Socially-Equitable Public Models

https://github.com/renming-huang/trajectorydiffuser

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Diffusion Models as Optimizers for Efficient Planning in Offline RL

https://github.com/renyu2016/Generalized-3D-Manipulation

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Learning Generalizable 3D Manipulation With 10 Demonstrations

https://github.com/responsibleailab/halo

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HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision Making

https://github.com/resuldagdanov/robot-learning-human-trust

공식 코드

Improving Trust Estimation in Human-Robot Collaboration Using Beta Reputation at Fine-grained Timescales

https://github.com/reutapel/Predicting-Decisions-in-Language-Based-Persuasion-Games

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Predicting Decisions in Language Based Persuasion Games

https://github.com/rfgong/IVaps

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Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules

https://github.com/rgmantovani/DecisionTreeTuningAnalysis

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A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers

https://github.com/riannefijten/codeerectiledysfunctionarticle

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Predicting erectile dysfunction after treatment for localized prostate cancer

https://github.com/ricardodominguez/adversariallyrobustrecourse

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On the Adversarial Robustness of Causal Algorithmic Recourse

https://github.com/riccardodv/coop-learning

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Cooperative Online Learning with Feedback Graphs

https://github.com/richardhgl/chi2023_dke

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Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems

https://github.com/richardobi/ccnet

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Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models

https://github.com/richoux/microPhantom

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microPhantom: Playing microRTS under uncertainty and chaos

https://github.com/richoux/microrts-uncertainty

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Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy games

https://github.com/rickdott/socom

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Sequence models for by-trial decoding of cognitive strategies from neural data

https://github.com/riktor/safer2-recommender

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Safe Collaborative Filtering

https://github.com/rimichen/collaborative_comic_generation

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Collaborative Comic Generation: Integrating Visual Narrative Theories with AI Models for Enhanced Creativity

https://github.com/ringbdstack/sisa

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Hierarchical State Abstraction Based on Structural Information Principles

https://github.com/ripl/maps

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Active Policy Improvement from Multiple Black-box Oracles

https://github.com/river-lab/mobiman

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Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement Learning

https://github.com/rkcosner/e2e-il-cbf

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End-to-End Imitation Learning with Safety Guarantees using Control Barrier Functions

https://github.com/rkohar/chronosperseus

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ChronosPerseus: Randomized Point-based Value Iteration with Importance Sampling for POSMDPs

https://github.com/rll-research/teachable

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Teachable Reinforcement Learning via Advice Distillation

https://github.com/rlr-smu/flow-pg

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FlowPG: Action-constrained Policy Gradient with Normalizing Flows

https://github.com/rn5l/session-rec

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A Survey on Session-based Recommender Systems

https://github.com/robert1003/ash-prompting

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Hierarchical Prompting Assists Large Language Model on Web Navigation

https://github.com/robfiras/loco-mujoco

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LocoMuJoCo: A Comprehensive Imitation Learning Benchmark for Locomotion

https://github.com/robfiras/ls-iq

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LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning

https://github.com/robinsonaisaac/Contextual-Game-Theoretic-LLM-Evaluations

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Framing the Game: How Context Shapes LLM Decision-Making

https://github.com/robosafe-lab/sim4ad

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HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation

https://github.com/robot-learning-freiburg/BEVCar

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BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation

https://github.com/robot-learning-freiburg/TAPAS

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The Art of Imitation: Learning Long-Horizon Manipulation Tasks from Few Demonstrations

https://github.com/robotixx/multimodal-fusion-network

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A Study on Learning Social Robot Navigation with Multimodal Perception

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