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Agent Systems

3885 directly classified papers

Papers per year

Papers

Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024

XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX NIPS 2024

A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning NIPS 2024

Implicit Curriculum in Procgen Made Explicit NIPS 2024

RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NIPS 2024

Using Unity to Help Solve Reinforcement Learning NIPS 2024

Can Large Language Model Agents Simulate Human Trust Behavior? NIPS 2024

SciCode: A Research Coding Benchmark Curated by Scientists NIPS 2024

DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NIPS 2024

NavHint: Vision and Language Navigation Agent with a Hint Generator EACL 2024

Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement EACL 2024

EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning EACL 2024

FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024

Personalized Abstractive Summarization by Tri-agent Generation Pipeline EACL 2024

Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance EACL 2024

Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024

FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System AAAI 2024

LINGO-Space: Language-Conditioned Incremental Grounding for Space AAAI 2024

Dual-View Visual Contextualization for Web Navigation CVPR 2024

Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts CVPR 2024

Relative Policy-Transition Optimization for Fast Policy Transfer AAAI 2024

Dynamic Knowledge Injection for AIXI Agents AAAI 2024

GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024

A Category Agnostic Model for Visual Rearrangment CVPR 2024

Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control NIPS 2024