conftrace_

agent system

324 papers

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Co-occurring keywords

large language model (13587) reinforcement learning (4352) language model (4599) tool use (107) llm agent (162) autonomous agent (168) multimodal learning (4645) benchmark evaluation (1556) vision-language navigation (118) code generation (746)

Papers

OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research JMLR 2024
Reinforcing LLM Agents via Policy Optimization with Action Decomposition NIPS 2024
ScreenAgent: A Vision Language Model-driven Computer Control Agent IJCAI 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents NIPS 2024
A Survey on Model-Free Goal Recognition IJCAI 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents NAACL 2024
Making Language Models Better Tool Learners with Execution Feedback NAACL 2024
ADaPT: As-Needed Decomposition and Planning with Language Models NAACL 2024
An Interactive Co-Pilot for Accelerated Research Ideation NAACL 2024
Discovering Agents (Abstract Reprint) AAAI 2024
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024
QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024
Learning to Use Tools via Cooperative and Interactive Agents EMNLP 2024
Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NIPS 2024
Predicting Future Actions of Reinforcement Learning Agents NIPS 2024
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NIPS 2024
Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ACL 2024
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024