AI Agent - arXivDaily 专题

2409.16125 2024-10-15 cs.AI 83%

Analyzing Probabilistic Methods for Evaluating Agent Capabilities

Axel Højmark, Govind Pimpale, Arjun Panickssery, Marius Hobbhahn, Jérémy Scheurer

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.AI

Comments Accepted (Poster) to SoLaR 2024

2409.18343 2024-09-30 cs.AI 83%

Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving

Zhenghao Peng, Wenjie Luo, Yiren Lu, Tianyi Shen, Cole Gulino, Ari Seff, Justin Fu

专题命中 Agent评测：agent(title,abstract)；planning(abstract)；分类 cs.AI

2409.14371 2024-09-24 cs.CL 83%

The Ability of Large Language Models to Evaluate Constraint-satisfaction in Agent Responses to Open-ended Requests

Lior Madmoni, Amir Zait, Ilia Labzovsky, Danny Karmon

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.CL

2409.08264 2024-09-17 cs.AI 83%

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Jang, Zack Hui

专题命中 Agent评测：agent(title,abstract)；planning(abstract)；分类 cs.AI

2407.18335 2024-07-29 cs.AI 83%

Combining Cognitive and Generative AI for Self-explanation in Interactive AI Agents

Shalini Sushri, Rahul Dass, Rhea Basappa, Hong Lu, Ashok Goel

专题命中 Agent评测：AI agent(title,abstract)；agent(abstract)；分类 cs.AI

Comments 10 pages, 2 figures, 2 tables, 1 appendix, HEXED Workshop @EDM July 2024

2401.13138 2024-05-20 cs.CY cs.AI 83%

Visibility into AI Agents

Alan Chan, Carson Ezell, Max Kaufmann, Kevin Wei, Lewis Hammond, Herbie Bradley, Emma Bluemke, Nitarshan Rajkumar, David Krueger, Noam Kolt, Lennart Heim, Markus Anderljung

专题命中 Agent评测：AI agent(title,abstract)；agent(abstract)；分类 cs.AI

Comments Accepted to ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT 2024)

2403.00820 2024-03-05 cs.IR cs.CL 83%

Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup

Tristan Kenneweg, Philip Kenneweg, Barbara Hammer

专题命中 Agent评测：agent(title,abstract)；workflow(abstract)；分类 cs.CL

Comments Was handed in to IJCNN prior to preprint publication here. Was neither accepted nor rejected at date of publication here

2306.06770 2024-02-21 cs.AI cs.HC cs.RO 83%

Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI

Comments 7 pages, 8 figures, 3 tables, bibliography, appendix (34 pages total). Accepted to AAAI 2024

2402.12212 2024-02-20 cs.CL 83%

Polarization of Autonomous Generative AI Agents Under Echo Chambers

Masaya Ohagi

专题命中 Agent评测：AI agent(title,abstract)；agent(abstract)；分类 cs.CL

2312.11690 2023-12-20 cs.AI 83%

Agent-based Learning of Materials Datasets from Scientific Literature

Mehrad Ansari, Seyed Mohamad Moosavi

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.AI

2312.11357 2023-12-19 cs.MA cs.AI cs.RO 83%

Agent Assessment of Others Through the Lens of Self

Jasmine A. Berry

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI

2312.07966 2023-12-14 cs.AI cs.HC cs.MA 83%

A multi-sourced data and agent-based approach for complementing Time Use Surveys in the context of residential human activity and load curve simulation

Mathieu Schumann, Quentin Reynaud, François Sempé, Julien Guibourdenche, Jean-Baptiste Ly, Nicolas Sabouret

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI

Journal ref Building Simulation Conference, Sep 2023, Shangai, China

2309.02812 2023-09-07 cs.CL 83%

Agent-based simulation of pedestrians' earthquake evacuation; application to Beirut, Lebanon

Rouba Iskandar, Kamel Allaw, Julie Dugdale, Elise Beck, Jocelyne Adjizian-Gérard, Cécile Cornou, Jacques Harb, Pascal Lacroix, Nada Badaro-Saliba, Stéphane Cartier, Rita Zaarour

专题命中 Agent评测：agent(title,abstract)；planning(abstract)；分类 cs.CL

2305.12623 2023-05-23 cs.AI 83%

Strategy Extraction in Single-Agent Games

Archana Vadakattu, Michelle Blom, Adrian R. Pearce

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.AI

Comments 9 pages, 6 figures

2205.14396 2023-01-31 cs.MA cs.CY cs.LG 83%

Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City

Varun Madhavan, Adway Mitra, Partha Pratim Chakrabarti

专题命中 Agent评测：agent(title,abstract)；planning(abstract)；分类 cs.LG

2301.02330 2023-01-09 cs.AI cs.HC q-bio.QM 83%

Evidence of behavior consistent with self-interest and altruism in an artificially intelligent agent

Tim Johnson, Nick Obradovich

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.AI

2212.13371 2022-12-29 cs.AI cs.HC econ.GN q-fin.EC 83%

Measuring an artificial intelligence agent's trust in humans using machine incentives

Tim Johnson, Nick Obradovich

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.AI

2210.09897 2022-10-19 q-fin.TR cs.GT cs.LG q-fin.CP 83%

Learning to simulate realistic limit order book markets from data as a World Agent

Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)；分类 cs.LG

2207.00822 2022-07-05 cs.AI 83%

Kernel Based Cognitive Architecture for Autonomous Agents

Alexander Serov

专题命中 Agent评测：autonomous agent(title,abstract)；agent(abstract)；分类 cs.AI

Comments 5 pages

2203.13236 2022-05-20 cs.AI 83%

Differential Assessment of Black-Box AI Agents

Rashmeet Kaur Nayyar, Pulkit Verma, Siddharth Srivastava

专题命中 Agent评测：AI agent(title,abstract)；agent(abstract)；分类 cs.AI

Comments AAAI 2022

2203.09608 2022-03-21 cs.AI cs.NE 83%

Developing a Successful Bomberman Agent

Dominik Kowalczyk, Jakub Kowalski, Hubert Obrzut, Michał Maras, Szymon Kosakowski, Radosław Miernik

专题命中 Agent评测：agent(title,abstract)；AI agent(abstract)；分类 cs.AI

Comments International Conference on Agents and Artificial Intelligence 2022

2107.07769 2021-12-02 cs.AI cs.CE cs.MA 83%

Architecture of Automated Crypto-Finance Agent

Ali Raheman, Anton Kolonin, Ben Goertzel, Gergely Hegykozi, Ikram Ansari

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI

Comments 9 pages, 7 figures

2006.09447 2021-11-10 cs.LG cs.MA stat.ML 83%

Agent Modelling under Partial Observability for Deep Reinforcement Learning

Georgios Papoudakis, Filippos Christianos, Stefano V. Albrecht

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)；分类 cs.LG

Comments Published in the 35th Conference on Neural Information Processing Systems (NeurIPS 2021)

2109.05486 2021-11-04 cs.AI cs.GT cs.HC cs.RO 83%

A Socially Aware Reinforcement Learning Agent for The Single Track Road Problem

Ido Shapira, Amos Azaria

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI

2109.04646 2021-09-13 cs.AI cs.DC 83%

AI Agents in Emergency Response Applications

Aryan Naim, Ryan Alimo, Jay Braun

专题命中 Agent评测：AI agent(title,abstract)；agent(abstract)；分类 cs.AI

2108.12134 2021-08-30 cs.AI 83%

WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving

Arjit Sharma, Sahil Sharma

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)；分类 cs.AI

Comments 10 pages, 8 figures, and 4 tables

2107.03619 2021-07-09 cs.AI stat.AP 83%

Validation and Inference of Agent Based Models

D. Townsend

专题命中 Agent评测：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI

2002.00762 2020-06-19 cs.HC cs.AI 83%

Project CLAI: Instrumenting the Command Line as a New Environment for AI Agents

Mayank Agarwal, Jorge J. Barroso, Tathagata Chakraborti, Eli M. Dow, Kshitij Fadnis, Borja Godoy, Madhavan Pallan, Kartik Talamadupula

专题命中 Agent评测：AI agent(title,abstract)；agent(abstract)；分类 cs.AI

Comments http://ibm.biz/clai-home

2005.04259 2020-05-12 cs.CV cs.LG stat.ML 83%

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

Jiyang Gao, Chen Sun, Hang Zhao, Yi Shen, Dragomir Anguelov, Congcong Li, Cordelia Schmid

专题命中 Agent评测：agent(title,abstract)；multi-agent(abstract)；分类 cs.LG

Comments CVPR 2020

1911.10392 2019-11-26 cs.CL 83%

When is ACL's Deadline? A Scientific Conversational Agent

Mohsen Mesgar, Paul Youssef, Lin Li, Dominik Bierwirth, Yihao Li, Christian M. Meyer, Iryna Gurevych

专题命中 Agent评测：agent(title,abstract)；planning(abstract)；分类 cs.CL

1. Agent评测 15662 篇

Analyzing Probabilistic Methods for Evaluating Agent Capabilities

Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving

The Ability of Large Language Models to Evaluate Constraint-satisfaction in Agent Responses to Open-ended Requests

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Combining Cognitive and Generative AI for Self-explanation in Interactive AI Agents

Visibility into AI Agents

Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup

Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

Polarization of Autonomous Generative AI Agents Under Echo Chambers

Agent-based Learning of Materials Datasets from Scientific Literature

Agent Assessment of Others Through the Lens of Self

A multi-sourced data and agent-based approach for complementing Time Use Surveys in the context of residential human activity and load curve simulation

Agent-based simulation of pedestrians' earthquake evacuation; application to Beirut, Lebanon

Strategy Extraction in Single-Agent Games

Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City

Evidence of behavior consistent with self-interest and altruism in an artificially intelligent agent

Measuring an artificial intelligence agent's trust in humans using machine incentives

Learning to simulate realistic limit order book markets from data as a World Agent

Kernel Based Cognitive Architecture for Autonomous Agents

Differential Assessment of Black-Box AI Agents

Developing a Successful Bomberman Agent

Architecture of Automated Crypto-Finance Agent

Agent Modelling under Partial Observability for Deep Reinforcement Learning

A Socially Aware Reinforcement Learning Agent for The Single Track Road Problem

AI Agents in Emergency Response Applications

WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving

Validation and Inference of Agent Based Models

Project CLAI: Instrumenting the Command Line as a New Environment for AI Agents

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

When is ACL's Deadline? A Scientific Conversational Agent