Artificial Intelligence › Core AI ›

Decision Making

273 directly classified papers

Papers per year

Papers

Bandit Learning with Delayed Impact of Actions NIPS 2021

Learning Robust Decision Policies from Observational Data NIPS 2020

Hybrid Models for Learning to Branch NIPS 2020

Decisions, Counterfactual Explanations and Strategic Behavior NIPS 2020

Planning with General Objective Functions: Going Beyond Total Rewards NIPS 2020

Characterizing Optimal Mixed Policies: Where to Intervene and What to Observe NIPS 2020

Secretary and Online Matching Problems with Machine Learned Advice NIPS 2020

Interior Point Solving for LP-based prediction+optimisation NIPS 2020

Stochastic Optimization for Performative Prediction NIPS 2020

BattleNet: Capturing Advantageous Battlefield in RTS Games (Student Abstract) AAAI 2020

Parameterized Algorithms for Finding a Collective Set of Items AAAI 2020

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning AAAI 2020

Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020

Time-Inconsistent Planning: Simple Motivation Is Hard to Find AAAI 2020

Task Scoping for Efficient Planning in Open Worlds (Student Abstract) AAAI 2020

Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract) AAAI 2020

Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning CVPR 2020

Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning CVPR 2020

PIDS: An Intelligent Electric Power Management Platform AAAI 2020

Thompson Sampling Algorithms for Mean-Variance Bandits ICML 2020

Exploiting the Contagious Effect for Employee Turnover Prediction AAAI 2019

Expert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters AAAI 2019

Profiles, Proxies, and Assumptions: Decentralized, Communications-Resilient Planning, Allocation, and Scheduling AAAI 2019

Designing Preferences, Beliefs, and Identities for Artificial Intelligence AAAI 2019

Borda Count in Collective Decision Making: A Summary of Recent Results AAAI 2019