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Agent Systems

3,885 papers

Papers per year

Papers

AVAST: Attentive Variational State Tracker in a Reinforced Navigator AACL 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems AACL 2022
Transformer-based Localization from Embodied Dialog with Large-scale Pre-training AACL 2022
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation AACL 2022
Grounding Meaning Representation for Situated Reasoning AACL 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022
Learning to Mediate Disparities Towards Pragmatic Communication ACL 2022
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments ACL 2022
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking ACL 2022
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL 2022
Cue-bot: A Conversational Agent for Assistive Technology ACL 2022
Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022
On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets ACL 2022
Towards Stronger Adversarial Baselines Through Human-AI Collaboration ACL 2022
Polite Task-oriented Dialog Agents: To Generate or to Rewrite? ACL 2022
Robust Multi-Objective Reinforcement Learning with Dynamic Preferences ACML 2022
Deep Reinforcement Learning for High-Frequency Market Making ACML 2022
Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022
Performative Prediction in a Stateful World AISTATS 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022
Disentangling Controlled Effects for Hierarchical Reinforcement Learning CLEAR 2022
Learning Causal Overhypotheses through Exploration in Children and Computational Models CLEAR 2022
Causal Bandits without prior knowledge using separating sets CLEAR 2022
Can Humans Be out of the Loop? CLEAR 2022