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Agent Systems

3885 directly classified papers

Papers per year

Papers

Learning Linear-Quadratic Regulators Efficiently with only $\sqrtT$ Regret ICML 2019
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model ICML 2019
Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits ICML 2019
Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems ICML 2019
Learning to Generalize from Sparse and Underspecified Rewards ICML 2019
Policy Certificates: Towards Accountable Reinforcement Learning ICML 2019
Incorporating Behavioral Constraints in Online AI Systems AAAI 2019
Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue AAAI 2019
Augmenting Abstract Meaning Representation for Human-Robot Dialogue ACL 2019
FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents ACL 2019
Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019
Regular Decision Processes: A Model for Non-Markovian Domains IJCAI 2019
Building Personalized Simulator for Interactive Search IJCAI 2019
Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning IJCAI 2019
A Strongly Asymptotically Optimal Agent in General Environments IJCAI 2019
Active Learning within Constrained Environments through Imitation of an Expert Questioner IJCAI 2019
ATSIS: Achieving the Ad hoc Teamwork by Sub-task Inference and Selection IJCAI 2019
Multiple Policy Value Monte Carlo Tree Search IJCAI 2019
Belief Revision Operators with Varying Attitudes Towards Initial Beliefs IJCAI 2019
Reagent: Converting Ordinary Webpages into Interactive Software Agents IJCAI 2019
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration IJCAI 2019
Online Probabilistic Goal Recognition over Nominal Models IJCAI 2019
Swarm Engineering Through Quantitative Measurement of Swarm Robotic Principles in a 10,000 Robot Swarm IJCAI 2019
K-Best Transformation Synchronization ICCV 2019