AI Agent - arXivDaily 专题

2301.01219 2023-01-04 cs.LG cs.AI cs.FL math.OC 62%

Task-Guided IRL in POMDPs that Scales

Franck Djeumou, Christian Ellis, Murat Cubuktepe, Craig Lennon, Ufuk Topcu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Final submission to the Artificial Intelligence journal (Elsevier). arXiv admin note: substantial text overlap with arXiv:2105.14073

2211.07434 2022-12-26 cs.LG cs.AI 62%

Parallel Automatic History Matching Algorithm Using Reinforcement Learning

Omar S. Alolayan, Abdullah O. Alomar, John R. Williams

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2212.08302 2022-12-19 cs.LG cs.AI 62%

Safe Evaluation For Offline Learning: Are We Ready To Deploy?

Hager Radi, Josiah P. Hanna, Peter Stone, Matthew E. Taylor

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments NeurIPS 2021 Workshop on Deployable Decision Making in Embodied Systems [Spotlight]

2212.07594 2022-12-16 eess.SY cs.AI cs.LG cs.SY 62%

Driver Assistance Eco-driving and Transmission Control with Deep Reinforcement Learning

Lindsey Kerbel, Beshah Ayalew, Andrej Ivanco, Keith Loiselle

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Journal ref 2022 American Control Conference

2212.01737 2022-12-14 cs.CV cs.AI cs.LG 62%

RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning

Boxuan Zhao, Jun Zhang, Deheng Ye, Jian Cao, Xiao Han, Qiang Fu, Wei Yang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments accepted by AAAI 2023

2212.04359 2022-12-09 cs.RO cs.AI cs.LG cs.NE 62%

HERD: Continuous Human-to-Robot Evolution for Learning from Human Demonstration

Xingyu Liu, Deepak Pathak, Kris M. Kitani

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments CoRL 2022

2210.01955 2022-12-09 cs.LG cs.AI 62%

Learning Dynamic Abstract Representations for Sample-Efficient Reinforcement Learning

Mehdi Dadvar, Rashmeet Kaur Nayyar, Siddharth Srivastava

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2212.02715 2022-12-07 eess.SY cs.AI cs.LG cs.SY math.OC 62%

Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning

Ramij R. Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2204.02960 2022-12-02 cs.CV cs.AI cs.LG 62%

Simple and Effective Synthesis of Indoor 3D Scenes

Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments AAAI 2023

2211.17188 2022-12-01 cs.LG cs.AI 62%

Automated Play-Testing Through RL Based Human-Like Play-Styles Generation

Pierre Le Pelletier de Woillemont, Rémi Labory, Vincent Corruble

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 18(1)

Journal ref Vol. 18 No. 1 (2022): Eighteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

2211.17132 2022-12-01 cs.LG cs.AI cs.GT cs.MA stat.ML 62%

Targets in Reinforcement Learning to solve Stackelberg Security Games

Saptarashmi Bandyopadhyay, Chenqi Zhu, Philip Daniel, Joshua Morrison, Ethan Shay, John Dickerson

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Appears in Proceedings of AAAI FSS-22 Symposium "Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA)"

2211.15837 2022-11-30 cs.LG cs.AI cs.CV cs.GT 62%

Survey on Self-Supervised Multimodal Representation Learning and Foundation Models

Sushil Thapa

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2211.15233 2022-11-29 cs.LG cs.AI cs.CV 62%

Tackling Visual Control via Multi-View Exploration Maximization

Mingqi Yuan, Xin Jin, Bo Li, Wenjun Zeng

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 21 pages, 9 figures

2210.08217 2022-11-28 cs.RO cs.AI cs.IT cs.LG math.IT 62%

PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale

Kuang-Huei Lee, Ted Xiao, Adrian Li, Paul Wohlhart, Ian Fischer, Yao Lu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments CoRL 2022. 21 pages, 9 figures. The supplementary video is available at https://kuanghuei.github.io/piqtopt

2211.10861 2022-11-22 cs.LG cs.AI 62%

Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation

Zhizhou Ren, Anji Liu, Yitao Liang, Jian Peng, Jianzhu Ma

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)

2211.02052 2022-11-18 cs.LG cs.AI 62%

Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration

Masood S. Mortazavi, Tiancheng Qin, Ning Yan

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2109.13855 2022-11-17 cs.CL cs.AI cs.IR 62%

Actionable Entities Recognition Benchmark for Interactive Fiction

Alexey Tikhonov, Ivan P. Yamshchikov

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

2211.08272 2022-11-16 cs.LG cs.AI 62%

Low-Thrust Orbital Transfer using Dynamics-Agnostic Reinforcement Learning

Carlos M. Casas, Belen Carro, Antonio Sanchez-Esguevillas

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2211.08016 2022-11-16 cs.LG cs.AI 62%

Contextual Transformer for Offline Meta Reinforcement Learning

Runji Lin, Ye Li, Xidong Feng, Zhaowei Zhang, Xian Hong Wu Fung, Haifeng Zhang, Jun Wang, Yali Du, Yaodong Yang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by Foundation Models for Decision Making Workshop at Neural Information Processing Systems, 2022

2211.07941 2022-11-16 cs.RO cs.AI cs.LG 62%

Automatic Evaluation of Excavator Operators using Learned Reward Functions

Pranav Agarwal, Marek Teichmann, Sheldon Andrews, Samira Ebrahimi Kahou

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 11 pages, 5 figures, Accepted at Reinforcement Learning for Real Life (RL4RealLife) Workshop at NeurIPS 2022

2012.13490 2022-11-15 cs.LG cs.AI 62%

Towards Continual Reinforcement Learning: A Review and Perspectives

Khimya Khetarpal, Matthew Riemer, Irina Rish, Doina Precup

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Journal of Artificial Intelligence Research (JAIR)

2211.06376 2022-11-14 cs.AI cs.LG 62%

Global and Local Analysis of Interestingness for Competency-Aware Deep Reinforcement Learning

Pedro Sequeira, Jesse Hostetler, Melinda Gervasio

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Appears in Proceedings of AAAI FSS-22 Symposium "Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA)"

2211.05612 2022-11-11 cs.AI cs.LG 62%

Power Grid Congestion Management via Topology Optimization with AlphaZero

Matthias Dorfer, Anton R. Fuxjäger, Kristian Kozak, Patrick M. Blies, Marcel Wasserer

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2204.08524 2022-11-11 cs.LG cs.AI cs.CY stat.ML 62%

So2Sat POP -- A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale

Sugandha Doda, Yuanyuan Wang, Matthias Kahl, Eike Jens Hoffmann, Kim Ouan, Hannes Taubenböck, Xiao Xiang Zhu

专题命中 Agent评测：planning(abstract)；分类 cs.AI、cs.LG

2101.03958 2022-11-11 cs.LG cs.AI cs.NE 62%

Evolving Reinforcement Learning Algorithms

John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Sergey Levine, Quoc V. Le, Honglak Lee, Aleksandra Faust

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments ICLR 2021 Oral. See project website at https://sites.google.com/view/evolvingrl

2211.03525 2022-11-08 cs.LG cs.AI cs.NA math.NA 62%

Dynamic weights enabled Physics-Informed Neural Network for simulating the mobility of Engineered Nano-particles in a contaminated aquifer

Shikhar Nilabh, Fidel Grandia

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 3 Figures, Conference paper accepted in NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning

2211.02193 2022-11-07 cs.NE cs.AI cs.LG cs.RO 62%

Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning

Manon Flageat, Bryan Lim, Luca Grillotti, Maxime Allard, Simón C. Smith, Antoine Cully

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at GECCO Workshop on Quality Diversity Algorithm Benchmarks

2211.00789 2022-11-03 cs.LG cs.AI 62%

Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

Sen Lin, Li Yang, Deliang Fan, Junshan Zhang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Published as a conference paper at NeurIPS 2022

2211.00458 2022-11-02 cs.RO cs.AI cs.LG cs.SY eess.SY 62%

CPG-RL: Learning Central Pattern Generators for Quadruped Locomotion

Guillaume Bellegarda, Auke Ijspeert

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted for IEEE Robotics and Automation Letters, September 2022

2210.14876 2022-10-27 quant-ph cs.AI cs.ET cs.LG cs.NE 62%

Quantum deep recurrent reinforcement learning

Samuel Yen-Chi Chen

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1. Agent评测 15801 篇

Task-Guided IRL in POMDPs that Scales

Parallel Automatic History Matching Algorithm Using Reinforcement Learning

Safe Evaluation For Offline Learning: Are We Ready To Deploy?

Driver Assistance Eco-driving and Transmission Control with Deep Reinforcement Learning

RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning

HERD: Continuous Human-to-Robot Evolution for Learning from Human Demonstration

Learning Dynamic Abstract Representations for Sample-Efficient Reinforcement Learning

Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning

Simple and Effective Synthesis of Indoor 3D Scenes

Automated Play-Testing Through RL Based Human-Like Play-Styles Generation

Targets in Reinforcement Learning to solve Stackelberg Security Games

Survey on Self-Supervised Multimodal Representation Learning and Foundation Models

Tackling Visual Control via Multi-View Exploration Maximization

PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale

Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation

Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration

Actionable Entities Recognition Benchmark for Interactive Fiction

Low-Thrust Orbital Transfer using Dynamics-Agnostic Reinforcement Learning

Contextual Transformer for Offline Meta Reinforcement Learning

Automatic Evaluation of Excavator Operators using Learned Reward Functions

Towards Continual Reinforcement Learning: A Review and Perspectives

Global and Local Analysis of Interestingness for Competency-Aware Deep Reinforcement Learning

Power Grid Congestion Management via Topology Optimization with AlphaZero

So2Sat POP -- A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale

Evolving Reinforcement Learning Algorithms

Dynamic weights enabled Physics-Informed Neural Network for simulating the mobility of Engineered Nano-particles in a contaminated aquifer

Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning

Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer

CPG-RL: Learning Central Pattern Generators for Quadruped Locomotion

Quantum deep recurrent reinforcement learning