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Agent Systems

4,088 papers

Papers per year

17
16
210
1077
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'15
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Papers

Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018
Learning convex bounds for linear quadratic control policy synthesis NIPS 2018
Inferring geometric constraints in human demonstrations CORL 2018
Conditional Affordance Learning for Driving in Urban Environments CORL 2018
A Data-Efficient Approach to Precise and Controlled Pushing CORL 2018
Learning Deployable Navigation Policies at Kilometer Scale from a Single Traversal CORL 2018
Bayesian RL for Goal-Only Rewards CORL 2018
Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation CORL 2018
Batch Active Preference-Based Learning of Reward Functions CORL 2018
Learning Neural Parsers with Deterministic Differentiable Imitation Learning CORL 2018
Learning under Misspecified Objective Spaces CORL 2018
Modular meta-learning CORL 2018
Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation CORL 2018
Robustness via Retrying: Closed-Loop Robotic Manipulation with Self-Supervised Learning CORL 2018
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems ACL 2018
Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL 2018
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ACL 2018
Fully Statistical Neural Belief Tracking ACL 2018
A Stochastic Differential Equation Framework for Guiding Online User Activities in Closed Loop AISTATS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
Decision making with limited feedback ALT 2018
Learning to Search in Long Documents Using Document Structure COLING 2018
Incentivizing Exploration by Heterogeneous Users COLT 2018
Embodied Question Answering CVPR 2018