AI Agent - arXivDaily 专题

2207.09405 2022-07-20 cs.LG cs.AI 62%

Bayesian Generational Population-Based Training

Xingchen Wan, Cong Lu, Jack Parker-Holder, Philip J. Ball, Vu Nguyen, Binxin Ru, Michael A. Osborne

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments AutoML Conference 2022. 10 pages, 4 figure, 3 tables (28 pages, 10 figures, 7 tables including references and appendices)

2206.12765 2022-06-28 cs.AI cs.LG 62%

Generalized Beliefs for Cooperative AI

Darius Muglich, Luisa Zintgraf, Christian Schroeder de Witt, Shimon Whiteson, Jakob Foerster

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2206.06965 2022-06-15 cs.LG cs.AI cs.RO math.OC 62%

Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch

Tianyu Zhang, Amin Banitalebi-Dehkordi, Yong Zhang

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments ICPR 2022 Oral

2205.15281 2022-05-31 cs.CL cs.AI 62%

Learning Open Domain Multi-hop Search Using Reinforcement Learning

Enrique Noriega-Atala, Mihai Surdeanu, Clayton T. Morrison

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted for publication at the Structured and Unstructured Knowledge Integration (SUKI) workshop, held at NAACL-HLT 2022

1708.02190 2022-05-06 cs.AI cs.LG 62%

Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning

Sébastien Forestier, Rémy Portelas, Yoan Mollard, Pierre-Yves Oudeyer

专题命中工具调用：tool use(abstract)；分类 cs.AI、cs.LG

Comments Accepted at JMLR 2022

2204.13812 2022-05-02 cs.HC cs.AI cs.GR cs.LG 62%

Visualization and Optimization Techniques for High Dimensional Parameter Spaces

Anjul Tyagi

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Report. arXiv admin note: substantial text overlap with arXiv:1907.12627

2202.03666 2022-04-18 cs.LG cs.AI cs.NE 62%

Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning

Bryon Tjanaka, Matthew C. Fontaine, Julian Togelius, Stefanos Nikolaidis

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Published as a conference paper at the 2022 Genetic and Evolutionary Computation Conference (GECCO '22); Online article available at http://dqd-rl.github.io

2203.15030 2022-03-31 cs.AI cs.LG cs.MA cs.RO cs.SY eess.SY 62%

Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks

Kevin Osanlou, Jeremy Frank, Andrei Bursuc, Tristan Cazenave, Eric Jacopin, Christophe Guettier, J. Benton

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments Thirty-Sixth AAAI Conference on Artificial Intelligence. This version includes the technical appendix. arXiv admin note: substantial text overlap with arXiv:2108.01068

Journal ref Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2103.17228 2022-03-07 cs.LG cs.AI 62%

OLIVAW: Mastering Othello without Human Knowledge, nor a Fortune

Antonio Norelli, Alessandro Panconesi

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted for publication in IEEE Transactions on Games. Presented at AAAI-21 Reinforcement Learning in Games Workshop, 8 pages

2203.01027 2022-03-03 cs.LG cs.AI cs.NE 62%

Learning in Sparse Rewards settings through Quality-Diversity algorithms

Giuseppe Paolo

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments PhD Thesis

2202.09196 2022-02-21 cs.LG cs.AI 62%

An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients

Abdulaziz Ahmed, Omar Ashour, Haneen Ali, Mohammad Firouz

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

2202.07071 2022-02-16 cs.AI cs.LG 62%

A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search

Tuan Dam, Carlo D'Eramo, Jan Peters, Joni Pajarinen

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments arXiv admin note: text overlap with arXiv:2007.00391

2202.05843 2022-02-15 cs.LG cs.AI cs.SY eess.SY 62%

Fast Model-based Policy Search for Universal Policy Networks

Buddhika Laknath Semage, Thommen George Karimpanal, Santu Rana, Svetha Venkatesh

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2202.00658 2022-02-02 cs.LG cs.AI 62%

Scalable Fragment-Based 3D Molecular Design with Reinforcement Learning

Daniel Flam-Shepherd, Alexander Zhigalin, Alán Aspuru-Guzik

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2108.13643 2022-02-02 cs.LG cs.AI cs.PL 62%

Learning to Synthesize Programs as Interpretable and Generalizable Policies

Dweep Trivedi, Jesse Zhang, Shao-Hua Sun, Joseph J. Lim

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments NeurIPS 2021. 53 pages, 16 figures, 12 tables. Website at https://clvrai.github.io/leaps/

2201.12385 2022-02-01 cs.CV cs.AI cs.LG eess.IV eess.SP 62%

A deep Q-learning method for optimizing visual search strategies in backgrounds of dynamic noise

Weimin Zhou, Miguel P. Eckstein

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments SPIE Medical Imaging 2022

2201.08742 2022-01-24 cs.IR cs.AI cs.CL 62%

Towards Building Economic Models of Conversational Search

Leif Azzopardi, Mohammad Aliannejadi, Evangelos Kanoulas

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments To appear in ECIR 2022

2201.07096 2022-01-19 cs.SE cs.AI 62%

Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction?

Tao Chen

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.SE

Comments The paper has been accepted as a full technical paper at the 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022)

2112.05779 2021-12-14 quant-ph cs.AI cs.ET cs.LG cs.NE 62%

Quantum Architecture Search via Continual Reinforcement Learning

Esther Ye, Samuel Yen-Chi Chen

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2112.04467 2021-12-09 cs.LG cs.AI cs.RO 62%

CoMPS: Continual Meta Policy Search

Glen Berseth, Zhiwei Zhang, Grace Zhang, Chelsea Finn, Sergey Levine

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments 23 pages, under review

2112.01328 2021-12-03 cs.LG cs.AI 62%

Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat

Yiwen Zhu, Zhou Fang, Yuan Zheng, Wenya Wei

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2110.15799 2021-11-01 cs.AI cs.CL cs.HC cs.RO 62%

Guided Policy Search for Parameterized Skills using Adverbs

Benjamin A. Spiegel, George Konidaris

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments 7 pages, 3 figures

2106.06762 2021-10-27 cs.AI cs.GT cs.LG cs.MA 62%

Solving Graph-based Public Good Games with Tree Search and Imitation Learning

Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments To appear in Proceedings of 35th Conference on Neural Information Processing Systems (NeurIPS 2021)

1811.10264 2021-10-12 cs.LG cs.AI 62%

PNS: Population-Guided Novelty Search for Reinforcement Learning in Hard Exploration Environments

Qihao Liu, Yujia Wang, Xiaofeng Liu

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted to IROS 2021

2110.02924 2021-10-07 cs.LG cs.AI cs.GT cs.MA 62%

No-Press Diplomacy from Scratch

Anton Bakhtin, David Wu, Adam Lerer, Noam Brown

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2109.09597 2021-09-21 cs.CL cs.AI cs.GT 62%

Two Approaches to Building Collaborative, Task-Oriented Dialog Agents through Self-Play

Arkady Arkhangorodsky, Scot Fang, Victoria Knight, Ajay Nagesh, Maria Ryskina, Kevin Knight

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments 4 pages, 5 figures

2002.05426 2021-09-15 cs.LG cs.SE stat.ML 62%

PHOTONAI -- A Python API for Rapid Machine Learning Model Development

Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Jakob Steenweg, Julian Gebker, Kelvin Sarink, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn

专题命中工具调用：workflow(abstract)；分类 cs.LG、cs.SE

2109.04744 2021-09-13 cs.AI cs.LG 62%

Automated Machine Learning, Bounded Rationality, and Rational Metareasoning

Eyke Hüllermeier, Felix Mohr, Alexander Tornede, Marcel Wever

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at ECMLPKDD WORKSHOP ON AUTOMATING DATA SCIENCE (ADS2021) - https://sites.google.com/view/autods

2107.11844 2021-07-27 cs.NE cs.AI cs.LG math.OC 62%

A binary variant of gravitational search algorithm and its application to windfarm layout optimization problem

Susheel Kumar Joshi, Jagdish Chand Bansal

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2104.02938 2021-07-14 cs.LG cs.AI 62%

Deep Interpretable Models of Theory of Mind

Ini Oguntola, Dana Hughes, Katia Sycara

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments RO-MAN 2021

1. 工具调用 5059 篇

Bayesian Generational Population-Based Training

Generalized Beliefs for Cooperative AI

Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch

Learning Open Domain Multi-hop Search Using Reinforcement Learning

Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning

Visualization and Optimization Techniques for High Dimensional Parameter Spaces

Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning

Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks

OLIVAW: Mastering Othello without Human Knowledge, nor a Fortune

Learning in Sparse Rewards settings through Quality-Diversity algorithms

An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients

A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search

Fast Model-based Policy Search for Universal Policy Networks

Scalable Fragment-Based 3D Molecular Design with Reinforcement Learning

Learning to Synthesize Programs as Interpretable and Generalizable Policies

A deep Q-learning method for optimizing visual search strategies in backgrounds of dynamic noise

Towards Building Economic Models of Conversational Search

Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction?

Quantum Architecture Search via Continual Reinforcement Learning

CoMPS: Continual Meta Policy Search

Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat

Guided Policy Search for Parameterized Skills using Adverbs

Solving Graph-based Public Good Games with Tree Search and Imitation Learning

PNS: Population-Guided Novelty Search for Reinforcement Learning in Hard Exploration Environments

No-Press Diplomacy from Scratch

Two Approaches to Building Collaborative, Task-Oriented Dialog Agents through Self-Play

PHOTONAI -- A Python API for Rapid Machine Learning Model Development

Automated Machine Learning, Bounded Rationality, and Rational Metareasoning

A binary variant of gravitational search algorithm and its application to windfarm layout optimization problem

Deep Interpretable Models of Theory of Mind