Cover Image

Mars: Situated Inductive Reasoning in an Open-World Environment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Xiaojuan, Li, Jiaqi, Liang, Yitao, Zhu, Song-chun, Zhang, Muhan, Zheng, Zilong
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RulE: Knowledge Graph Reasoning with Rule Embedding
by: Tang, Xiaojuan, et al.
Published: (2022)

RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
by: Liu, Yang, et al.
Published: (2025)

MCU: An Evaluation Framework for Open-Ended Game Agents
by: Zheng, Xinyue, et al.
Published: (2023)

OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
by: Wang, Zihao, et al.
Published: (2024)

Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation
by: Tang, Pingzhi, et al.
Published: (2026)

The Role of Deductive and Inductive Reasoning in Large Language Models
by: Cai, Chengkun, et al.
Published: (2024)

LooGLE: Can Long-Context Language Models Understand Long Contexts?
by: Li, Jiaqi, et al.
Published: (2023)

RLFR: Extending Reinforcement Learning for LLMs with Flow Environment
by: Zhang, Jinghao, et al.
Published: (2025)

On the Inductive Bias of Stacking Towards Improving Reasoning
by: Saunshi, Nikunj, et al.
Published: (2024)

Hypothesis Search: Inductive Reasoning with Language Models
by: Wang, Ruocheng, et al.
Published: (2023)

PhoneWorld: Scaling Phone-Use Agent Environments
by: Tang, Zhengyang, et al.
Published: (2026)

Discrete Markov Bridge
by: Li, Hengli, et al.
Published: (2025)

Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space
by: Li, Hengli, et al.
Published: (2025)

S$^2$DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion
by: Ma, Tengfei, et al.
Published: (2024)

Program Synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus
by: Rocha, Filipe Marinho, et al.
Published: (2024)

Generative Evaluation of Complex Reasoning in Large Language Models
by: Lin, Haowei, et al.
Published: (2025)

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
by: Shao, Zhihong, et al.
Published: (2024)

CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis
by: Wei, Anjiang, et al.
Published: (2025)

LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
by: Li, Yanan, et al.
Published: (2025)

Skywork Open Reasoner 1 Technical Report
by: He, Jujie, et al.
Published: (2025)

TransMLA: Multi-Head Latent Attention Is All You Need
by: Meng, Fanxu, et al.
Published: (2025)

RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
by: Xu, Haotian, et al.
Published: (2025)

Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning
by: Wu, Lixin, et al.
Published: (2025)

TabDLM: Free-Form Tabular Data Generation via Joint Numerical-Language Diffusion
by: Cai, Donghong, et al.
Published: (2026)

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
by: Oh, Jungwoo, et al.
Published: (2026)

The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness
by: Sahoo, Subramanyam, et al.
Published: (2026)

Self-Rewarding Rubric-Based Reinforcement Learning for Open-Ended Reasoning
by: Ye, Zhiling, et al.
Published: (2025)

Situational Awareness Matters in 3D Vision Language Reasoning
by: Man, Yunze, et al.
Published: (2024)

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
by: Chen, Jiaqi, et al.
Published: (2025)

Interpreting and Controlling LLM Reasoning through Integrated Policy Gradient
by: Li, Changming, et al.
Published: (2026)

Distributed Representations of Entities in Open-World Knowledge Graphs
by: Guo, Lingbing, et al.
Published: (2020)

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models
by: Zhao, Zilong, et al.
Published: (2024)

LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning
by: Mao, Yansheng, et al.
Published: (2024)

TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill and Decode Inference
by: Tang, Xiaojuan, et al.
Published: (2025)

ClawArena: Benchmarking AI Agents in Evolving Information Environments
by: Ji, Haonian, et al.
Published: (2026)

Absolute Zero: Reinforced Self-play Reasoning with Zero Data
by: Zhao, Andrew, et al.
Published: (2025)

LooGLE v2: Are LLMs Ready for Real World Long Dependency Challenges?
by: He, Ziyuan, et al.
Published: (2025)

Hypothesis Generation and Inductive Inference in Children and Language Models
by: Qin, Jeffrey, et al.
Published: (2026)

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning
by: Zhang, Jiayi, et al.
Published: (2025)

Dual-Uncertainty Guided Policy Learning for Multimodal Reasoning
by: Liu, Rui, et al.
Published: (2025)