The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement
Learning and Large Language Models

The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models

2 February 2024

Abir Chakraborty

Papers citing "The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models"

11 / 11 papers shown

Title
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models Miao Zhang Zhenlong Fang Tianyi Wang Q. Zhang Shuai Lu Junfeng Jiao Tianyu Shi AI4CE 64 4 0 11 Mar 2025
Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language Input Dimitrios Panagopoulos Adoldo Perrusquia Weisi Guo 27 2 0 20 Sep 2024
Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice Yusheng Jiao Feng Ling Sina Heydari N. Heess J. Merel Eva Kanso 31 0 0 19 May 2024
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 43 52 0 07 Mar 2023
Housekeep: Tidying Virtual Households using Commonsense Reasoning Yash Kant Arun Ramachandran Sriram Yenamandra Igor Gilitschenski Dhruv Batra Andrew Szot Harsh Agrawal LM&Ro LRM 160 73 0 22 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 358 8,495 0 28 Jan 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,955 0 04 May 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 80 1,233 0 30 Nov 2018