Distributed, Parallel, and Cluster Computing · Computer Science
EARL: Efficient Agentic Reinforcement Learning Systems for Large Language Models
Zheyue Tan, Mustapha Abdullahi, Tuo Shi, Huining Yuan +4
2025-10-08
Artificial Intelligence · Computer Science
Explanation of Reinforcement Learning Model in Dynamic Multi-Agent System
Xinzhi Wang, Huao Li, Hui Zhang, Michael Lewis +1
2020-12-25
Computation and Language · Computer Science
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
Xiaoyan Yu, Tongxu Luo, Yifan Wei, Fangyu Lei +3
2024-12-17
Machine Learning · Computer Science
Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module
Wei-Cheng Tseng, Wei Wei, Da-Cheng Juan, Min Sun
2022-02-01
Artificial Intelligence · Computer Science
SpeakRL: Synergizing Reasoning, Speaking, and Acting in Language Models with Reinforcement Learning
Emre Can Acikgoz, Jinoh Oh, Jie Hao, Joo Hyuk Jeon +6
2025-12-16
Artificial Intelligence · Computer Science
XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques
Yu Xiong, Zhipeng Hu, Ye Huang, Runze Wu +8
2024-02-21
Computation and Language · Computer Science
Learning Efficient Recursive Numeral Systems via Reinforcement Learning
Andrea Silvi, Jonathan Thomas, Emil Carlsson, Devdatt Dubhashi +1
2025-05-20
Human-Computer Interaction · Computer Science
Tell-XR: Conversational End-User Development of XR Automations
Alessandro Carcangiu, Marco Manca, Jacopo Mereu, Carmen Santoro +2
2025-04-15
Artificial Intelligence · Computer Science
Robot Representation and Reasoning with Knowledge from Reinforcement Learning
Keting Lu, Shiqi Zhang, Peter Stone, Xiaoping Chen
2018-11-26
Artificial Intelligence · Computer Science
DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs
Yuanhao Li, Mingshan Liu, Hongbo Wang, Yiding Zhang +2
2025-11-26
Machine Learning · Computer Science
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
Yunpeng Qing, Shunyu Liu, Jie Song, Yang Zhou +3
2025-09-01
Computation and Language · Computer Science
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction
Wei Tang, Benfeng Xu, Yuyue Zhao, Zhendong Mao +3
2022-11-17
Machine Learning · Computer Science
Efficient RL via Disentangled Environment and Agent Representations
Kevin Gmelin, Shikhar Bahl, Russell Mendonca, Deepak Pathak
2023-09-06
Artificial Intelligence · Computer Science
TalkToAgent: A Human-centric Explanation of Reinforcement Learning Agents with Large Language Models
Haechang Kim, Hao Chen, Can Li, Jong Min Lee
2025-09-09
Human-Computer Interaction · Computer Science
A Pilot Study of a Human-Readable Robotic Process Automation Language
Piotr Gago, Daniel Jabłoński, Anna Voitenkova, Ihor Debelyi +3
2023-11-09
Machine Learning · Computer Science
OpenRL: A Unified Reinforcement Learning Framework
Shiyu Huang, Wentse Chen, Yiwen Sun, Fuqing Bie +1
2023-12-29
Machine Learning · Computer Science
Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications
Thanh Thi Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
2020-04-01
Information Retrieval · Computer Science
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning
Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang +2
2025-02-12