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Grounding Language to Entities and Dynamics for Generalization in
  Reinforcement Learning

Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning

19 January 2021
H. Wang
Victor Zhong
Karthik Narasimhan
ArXivPDFHTML

Papers citing "Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning"

12 / 12 papers shown
Title
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
Alexander Nikulin
Vladislav Kurenkov
Ilya Zisman
Artem Agarkov
Viacheslav Sinii
Sergey Kolesnikov
24
25
0
19 Dec 2023
Improve the efficiency of deep reinforcement learning through semantic
  exploration guided by natural language
Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language
Zhourui Guo
Meng Yao
Yang Yu
Qiyue Yin
OnRL
28
1
0
21 Sep 2023
Cognitive Architectures for Language Agents
Cognitive Architectures for Language Agents
T. Sumers
Shunyu Yao
Karthik Narasimhan
Thomas L. Griffiths
LLMAG
LM&Ro
45
152
0
05 Sep 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement
  Learning
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning
Wenhao Li
Dan Qiao
Baoxiang Wang
Xiangfeng Wang
Bo Jin
H. Zha
35
5
0
18 May 2023
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Chao Yu
Xuejing Zheng
H. Zhuo
OffRL
LRM
55
7
0
24 Apr 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks
Conceptual Reinforcement Learning for Language-Conditioned Tasks
Shaohui Peng
Xingui Hu
Rui Zhang
Jiaming Guo
Qi Yi
Rui Chen
Zidong Du
Ling Li
Qi Guo
Yunji Chen
OffRL
33
8
0
09 Mar 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making
  using Language Guided World Modelling
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
Kolby Nottingham
Prithviraj Ammanabrolu
Alane Suhr
Yejin Choi
Hannaneh Hajishirzi
Sameer Singh
Roy Fox
LLMAG
LM&Ro
42
77
0
28 Jan 2023
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
Anne Wu
Kianté Brantley
Noriyuki Kojima
Yoav Artzi
ReLM
OffRL
LRM
21
3
0
03 Nov 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial
  Intelligence with Humans
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans
John J. Nay
ELM
AILaw
88
27
0
14 Sep 2022
Leveraging Language for Accelerated Learning of Tool Manipulation
Leveraging Language for Accelerated Learning of Tool Manipulation
Allen Z. Ren
Bharat Govil
Tsung-Yen Yang
Karthik Narasimhan
Anirudha Majumdar
LM&Ro
17
37
0
27 Jun 2022
How to talk so AI will learn: Instructions, descriptions, and autonomy
How to talk so AI will learn: Instructions, descriptions, and autonomy
T. Sumers
Robert D. Hawkins
Mark K. Ho
Thomas L. Griffiths
Dylan Hadfield-Menell
LM&Ro
28
20
0
16 Jun 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot
  Generalization
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization
Austin W. Hanjie
A. Deshpande
Karthik Narasimhan
VLM
36
2
0
26 Feb 2022
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