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Decision Making

273 directly classified papers

Papers per year

Papers

An Axiomatic Approach to Revising Preferences AAAI 2022
Deceptive Decision-Making under Uncertainty AAAI 2022
Role of Human-AI Interaction in Selective Prediction AAAI 2022
Planning with Participation Constraints AAAI 2022
The Perils of Learning Before Optimizing AAAI 2022
Post-hoc estimators for learning to defer to an expert NIPS 2022
Hedging as Reward Augmentation in Probabilistic Graphical Models NIPS 2022
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems NIPS 2022
Optimal Dynamic Regret in LQR Control NIPS 2022
Structured Energy Network As a Loss NIPS 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents NIPS 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach AAAI 2022
Robust $\phi$-Divergence MDPs NIPS 2022
Sequence Model Imitation Learning with Unobserved Contexts NIPS 2022
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NIPS 2022
Defining and Characterizing Reward Gaming NIPS 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
Inferring Rewards from Language in Context ACL 2022
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits NIPS 2022
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NIPS 2022
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks ACL 2022
Learning Decision Trees Recurrently Through Communication CVPR 2021
Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021
Goal Blending for Responsive Shared Autonomy in a Navigating Vehicle AAAI 2021