BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning

18 October 2018

Maxime Chevalier-Boisvert

Papers citing "BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning"

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Title
LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMs Omar Choukrani Idriss Malek Daniil Orel Zhuohan Xie Zangir Iklassov Martin Takáč Salem Lahlou LLMAG ELM LRM 4 0 0 17 May 2025
CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World Zoya Volovikova G. Gorbov Petr Kuderov Aleksandr I. Panov A. Skrynnik 4 0 0 17 May 2025
Towards a Deeper Understanding of Reasoning Capabilities in Large Language Models Annie Wong Thomas Bäck Aske Plaat Niki van Stein Anna V. Kononova ReLM ELM LRM 45 0 0 15 May 2025
ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts Jing-Cheng Pang Kaiyuan Li Yue Wang Si-Hang Yang Shengyi Jiang Yang Yu OffRL LLMAG LM&Ro LRM 19 0 0 15 May 2025
Executable Functional Abstractions: Inferring Generative Programs for Advanced Math Problems Zaid Khan Elias Stengel-Eskin Archiki Prasad Jaemin Cho Joey Tianyi Zhou 34 0 0 14 Apr 2025
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas Zihao Guo Shuqing Shi Richard Willis Tristan Tomilin Joel Z. Leibo Yali Du 58 0 0 18 Mar 2025
ATLaS: Agent Tuning via Learning Critical Steps Zhixun Chen Ming Li Y. Huang Yali Du Meng Fang Dinesh Manocha 83 3 0 04 Mar 2025
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning Egor Cherepanov Nikita Kachaev A. Kovalev Aleksandr I. Panov OffRL 41 0 0 14 Feb 2025
GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning Zhisheng Tang Mayank Kejriwal LRM 59 3 0 20 Jan 2025
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives Armin Saghafian Amirmohammad Izadi Negin Hashemi Dijujin M. Baghshah 66 0 0 29 Nov 2024
Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation Jie-Jing Shao Hao-Ran Hao Xiao-Wen Yang Yu-Feng Li 79 2 0 27 Nov 2024
Identifying and Addressing Delusions for Target-Directed Decision-Making Mingde Zhao Tristan Sylvain Doina Precup Yoshua Bengio 37 0 0 09 Oct 2024
SEAL: SEmantic-Augmented Imitation Learning via Language Model Chengyang Gu Yuxin Pan Haotian Bai Hui Xiong Yize Chen 27 0 0 03 Oct 2024
Learning to Ground Existentially Quantified Goals Martin Funkquist Simon Ståhlberg Hector Geffner 21 0 0 30 Sep 2024
RAG-Modulo: Solving Sequential Tasks using Experience, Critics, and Language Models Abhinav Jain Chris Jermaine Vaibhav Unhelkar KELM LLMAG 31 1 0 18 Sep 2024
EPO: Hierarchical LLM Agents with Environment Preference Optimization Qi Zhao Haotian Fu Chen Sun George Konidaris 39 8 0 28 Aug 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 29 4 0 18 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 69 15 0 01 Aug 2024
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang Yun Qu Yuhang Jiang Jianzhun Shao Chang-rui Liu Wenming Yang Xiangyang Ji 40 7 0 18 Jul 2024
ELCC: the Emergent Language Corpus Collection Brendon Boldt David R. Mortensen 38 0 0 04 Jul 2024
Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models Fuxiang Zhang Junyou Li Yi-Chen Li Zongzhang Zhang Yang Yu Deheng Ye OffRL KELM 47 1 0 04 Jul 2024
AI Agents That Matter Sayash Kapoor Benedikt Stroebl Zachary S. Siegel Nitya Nadgir Arvind Narayanan 49 36 0 01 Jul 2024
Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment Chao Wen Jacqueline Staub Adish Singla ELM 44 3 0 17 Jun 2024
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments Zhiheng Xi Yiwen Ding Wenxiang Chen Boyang Hong Honglin Guo ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yu-Gang Jiang LLMAG LM&Ro 38 29 0 06 Jun 2024
Policy Learning with a Language Bottleneck Megha Srivastava Cédric Colas Dorsa Sadigh Jacob Andreas 43 3 0 07 May 2024
Learning Generalized Policies for Fully Observable Non-Deterministic Planning Domains Till Hofmann Hector Geffner OffRL 32 2 0 03 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 71 51 0 02 Apr 2024
Sharing the Cost of Success: A Game for Evaluating and Learning Collaborative Multi-Agent Instruction Giving and Following Policies P. Sadler Sherzod Hakimov David Schlangen LLMAG 36 2 0 26 Mar 2024
Rethinking Mutual Information for Language Conditioned Skill Discovery on Imitation Learning Zhaoxun Ju Chao Yang Hongbo Wang Yu Qiao Gang Hua LM&Ro 28 3 0 27 Feb 2024
Language-guided Skill Learning with Temporal Variational Inference Haotian Fu Pratyusha Sharma Elias Stengel-Eskin George Konidaris Nicolas Le Roux Marc-Alexandre Côté Xingdi Yuan 38 7 0 26 Feb 2024
Vision-Language Navigation with Embodied Intelligence: A Survey Peng Gao Peng Wang Feng Gao Fei-Yue Wang Ruyue Yuan LM&Ro 43 2 0 22 Feb 2024
All Language Models Large and Small Zhixun Chen Yali Du D. Mguni 26 0 0 19 Feb 2024
Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent Quentin Gallouedec E. Beeching Clément Romac Emmanuel Dellandréa 23 11 0 15 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 32 4 0 12 Feb 2024
Analyzing Adversarial Inputs in Deep Reinforcement Learning Davide Corsi Guy Amir Guy Katz Alessandro Farinelli AAML 36 7 0 07 Feb 2024
Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game P. Sadler Sherzod Hakimov David Schlangen 29 1 0 07 Feb 2024
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 24 7 0 02 Feb 2024
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning Weihao Tan Wentao Zhang Shanqi Liu Longtao Zheng Xinrun Wang Bo An OffRL 44 17 0 25 Jan 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Chang Ma Junlei Zhang Zhihao Zhu Cheng Yang Yujiu Yang Yaohui Jin Zhenzhong Lan Lingpeng Kong Junxian He ELM LLMAG 37 54 0 24 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 47 69 0 10 Jan 2024
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu ... Yicheng Luo Jianye Hao Kun Shao Haitham Bou-Ammar Jun Wang 30 19 0 22 Dec 2023
Active Reinforcement Learning for Robust Building Control Doseok Jang Larry Yan Lucas Spangher C. Spanos 22 1 0 16 Dec 2023
LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers Taewook Nam Juyong Lee Jesse Zhang Sung Ju Hwang Joseph J Lim Karl Pertsch OffRL LRM 45 5 0 14 Dec 2023
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis Yafei Hu Quanting Xie Vidhi Jain Jonathan M Francis Jay Patrikar ... Xiaolong Wang Sebastian A. Scherer Z. Kira Fei Xia Yonatan Bisk LM&Ro AI4CE 37 63 0 14 Dec 2023
diff History for Neural Language Agents Ulyana Piterbarg Lerrel Pinto Rob Fergus 27 3 0 12 Dec 2023
No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning Dianyu Zhong Yiqin Yang Qianchuan Zhao 30 6 0 11 Dec 2023
Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning Sabrina McCallum Max Taylor-Davies Stefano V. Albrecht Alessandro Suglia 21 1 0 07 Dec 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 29 27 0 24 Nov 2023
Emergence of Abstract State Representations in Embodied Sequence Modeling Tian Yun Zilai Zeng Kunal Handa Ashish V. Thapliyal Bo Pang Ellie Pavlick Chen Sun LM&Ro 35 7 0 03 Nov 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 18 16 0 13 Oct 2023