Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models | Paper Citation Record

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This paper cites Claude 3.5 sonnet.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Claude 3.5 sonnet

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Qwen2.5-VL Technical Report

Reference 2

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Unresolved cited work

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Spatialvlm: Endowing vision-language models with spatial reasoning capabilities

Reference 4

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This paper cites Evaluating Large Language Models Trained on Code.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Evaluating Large Language Models Trained on Code

Reference 5

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This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 6

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This paper cites Does reinforcement learning really incentivize reasoning capacity in llms beyond the base model? In Adv.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Does reinforcement learning really incentivize reasoning capacity in llms beyond the base model? In Adv

Reference 7

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This paper cites Think with 3d: Geometric imagination grounded spatial reasoning from limited views.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Think with 3d: Geometric imagination grounded spatial reasoning from limited views

Reference 8

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This paper cites Global-local tree search in vlms for 3d indoor scene generation.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Global-local tree search in vlms for 3d indoor scene generation

Reference 9

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This paper cites Scene-llm: Extending language model for 3d visual reasoning.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Scene-llm: Extending language model for 3d visual reasoning

Reference 10

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models A survey on llm-as-a-judge

Reference 11

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This paper cites L., Wolfer, D.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models L., Wolfer, D

Reference 12

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This paper cites Sgformer: Semantic graph transformer for point cloud-based 3d scene graph generation.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Sgformer: Semantic graph transformer for point cloud-based 3d scene graph generation

Reference 13

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This paper cites T2sg: Traffic topology scene graph for topology reasoning in autonomous driving.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models T2sg: Traffic topology scene graph for topology reasoning in autonomous driving

Reference 14

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models GPT-4o System Card

Reference 16

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This paper cites SpaceR: Reinforcing MLLMs in Video Spatial Reasoning.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models SpaceR: Reinforcing MLLMs in Video Spatial Reasoning

Reference 17

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This paper cites Training language models to follow instructions with human feedback.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Training language models to follow instructions with human feedback

Reference 18

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This paper cites Open x-embodiment: Robotic learning datasets and rt-x models : Open x-embodiment collaboration0.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Open x-embodiment: Robotic learning datasets and rt-x models : Open x-embodiment collaboration0

Reference 19

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This paper cites Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought

Reference 20

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This paper cites Action quality assessment via hierarchical pose-guided multi-stage contrastive regression.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Action quality assessment via hierarchical pose-guided multi-stage contrastive regression

Reference 21

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This paper cites Robust disentangled counterfactual learning for physical audiovisual commonsense reasoning.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Robust disentangled counterfactual learning for physical audiovisual commonsense reasoning

Reference 22

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Dc-sam: In-context segment anything in images and videos via dual consistency

Reference 23

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Direct preference optimization: Your language model is secretly a reward model

Reference 24

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Proximal Policy Optimization Algorithms

Reference 25

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This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 26

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Hybridflow: A flexible and efficient rlhf framework

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models V., Lee, J., Xu, K., et al

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Reason-rft: Reinforcement fine-tuning for visual reasoning of vision language models

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Vggt: Visual geometry grounded transformer

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Embodiedscan: A holistic multi-modal 3d perception suite towards embodied ai

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Chain-of-thought prompting elicits reasoning in large language models

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Spatial-mllm: Boosting mllm capabilities in visual-based spatial intelligence

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Reinforcing spatial reasoning in vision-language models with interwoven thinking and visual drawing

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models R., He, Z., et al

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models W., et al

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Embodiedbench: Comprehensive benchmarking multi-modal large language models for vision-driven embodied agents

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models R1-onevision: Advancing generalized multimodal reasoning through cross-modal formalization

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Tree of thoughts: Deliberate problem solving with large language models

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Spatial Mental Modeling from Limited Views

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Thinking in 360°: Humanoid visual search in the wild

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Multimodal chain-of-thought reasoning in language models

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models L lama F actory: Unified efficient fine-tuning of 100+ language models

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Llava-3d: A simple yet effective pathway to empowering lmms with 3d capabilities

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Unresolved cited work

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models 2025 , pages =

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence , volume =

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Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models , volume =

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