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Agent Systems

3885 directly classified papers

Papers per year

Papers

Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated AAAI 2024

Redefining ABA+ Semantics via Abstract Set-to-Set Attacks AAAI 2024

Towards Epistemic-Doxastic Planning with Observation and Revision AAAI 2024

Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024

Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024

Learning Hybrid Dynamics Models with Simulator-Informed Latent States AAAI 2024

Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring AAAI 2024

Forced Exploration in Bandit Problems AAAI 2024

Personalized Reinforcement Learning with a Budget of Policies AAAI 2024

GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation AAAI 2024

Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing AAAI 2024

Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training AAAI 2024

Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024

EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading AAAI 2024

T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration AAAI 2024

MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024

ND-MRM: Neuronal Diversity Inspired Multisensory Recognition Model AAAI 2024

MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting RSS 2024

Language-Augmented Symbolic Planner for Open-World Task Planning RSS 2024

Leveraging Large Language Model for Heterogeneous Ad Hoc Teamwork Collaboration RSS 2024

Yell At Your Robot: Improving On-the-Fly from Language Corrections RSS 2024

SEEK: Semantic Reasoning for Object Goal Navigation in Real World Inspection Tasks RSS 2024

Computation-Aware Learning for Stable Control with Gaussian Process RSS 2024

Parallel and Proximal Linear-Quadratic Methods for Real-Time Constrained Model-Predictive Control RSS 2024

Demonstrating Adaptive Mobile Manipulation in Retail Environments RSS 2024