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Agent Systems

3885 directly classified papers

Papers per year

Papers

UINav: A Practical Approach to Train On-Device Automation Agents NAACL 2024

Belief-State Query Policies for User-Aligned POMDPs NIPS 2024

Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus NIPS 2024

Errors are Robustly Tamed in Cumulative Knowledge Processes COLT 2024

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024

Code Models are Zero-shot Precondition Reasoners NAACL 2024

Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding NAACL 2024

Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds COLT 2024

Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces NAACL 2024

Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework COLT 2024

PDDLEGO: Iterative Planning in Textual Environments NAACL 2024

Error Tracing in Programming: A Path to Personalised Feedback NAACL 2024

Mix-Initiative Response Generation with Dynamic Prefix Tuning NAACL 2024

Pearl: A Production-Ready Reinforcement Learning Agent JMLR 2024

On the Effects of Data Scale on UI Control Agents NIPS 2024

Nebula: A discourse aware Minecraft Builder EMNLP 2024

Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness EMNLP 2024

Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning NIPS 2024

An Interactive Co-Pilot for Accelerated Research Ideation NAACL 2024

Evaluation and Continual Improvement for an Enterprise AI Assistant NAACL 2024

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents NAACL 2024

DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents NAACL 2024

Improving Socratic Question Generation using Data Augmentation and Preference Optimization NAACL 2024

LLaMA-Rider: Spurring Large Language Models to Explore the Open World NAACL 2024

On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering NAACL 2024