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Agent Systems

3885 directly classified papers

Papers per year

Papers

Performative Control for Linear Dynamical Systems NIPS 2024

ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles CVPR 2024

RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024

Instance-aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation CVPR 2024

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NIPS 2024

Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NIPS 2024

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NIPS 2024

Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NIPS 2024

WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment NIPS 2024

OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents NIPS 2024

AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NIPS 2024

Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning NIPS 2024

VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024

Aligning to Thousands of Preferences via System Message Generalization NIPS 2024

A Privacy Preserving Federated Learning (PPFL) Based Cognitive Digital Twin (CDT) Framework for Smart Cities AAAI 2024

Data Efficient Paradigms for Personalized Assessment of Black-Box Taskable AI Systems AAAI 2024

Applying Reinforcement Learning and Multi-Generators for Stage Transition in an Emotional Support Dialogue System INTERSPEECH 2024

Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract) AAAI 2024

Online learning in bandits with predicted context AISTATS 2024

Stochastic Multi-Armed Bandits with Strongly Reward-Dependent Delays AISTATS 2024

Anytime-Constrained Reinforcement Learning AISTATS 2024

Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024

Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle NIPS 2024

IntEr-HRI Competition: Intrinsic Error Evaluation during Human - Robot Interaction IJCAI 2024

Empathy and AI: Achieving Equitable Microtransit for Underserved Communities IJCAI 2024