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        <div class="header">
            <h1>🤖 RobotDaily</h1>
            <div class="date">每日 AI 前沿 · 2026年03月04日</div>
        </div>

        <div class="paper-card" onclick="window.open('https://arxiv.org/abs/2603.02458', '_blank')">
            <div class="meta">
                <span class="badge">#表征学习</span>
                <span class="date">📅 Wed, 04 Ma</span>
            </div>
            <h2>Learning Therapist Policy from Therapist-Exoskeleton-Patient Interaction</h2>
            <div class="abstract">
                <b>📝 英文摘要:</b><br>arXiv:2603.02458v1 Announce Type: new  Abstract: Post-stroke rehabilitation is often necessary for patients to regain proper walking gait. However, the typical therapy process can be exhausting and physically demanding for therapists, potentially reducing therapy intensity, duration, and consistency over time. We propose a Patient-Therapist Force Field (PTFF) to visualize therapist responses to pa...
            </div>
            <div class="translation">
                <b>🇨🇳 中文翻译:</b><br>【中文翻译】post-stroke rehabilitation is often necessary for patients to regain proper walking gait. however, the typical therapy process can be exhausting and physically demanding for therapists, potentially reducing therapy intensity, duration, and consistency over time. 我们提出 a patient-therapist force field ...（注：当前为简化翻译，完整翻译需接入 LLM API）
            </div>
            <div class="explanation">
                🔍 <b>研究重点</b><br>本研究使用强化学习方法，优化决策策略。<br><br>⚙️ <b>主要方法</b><br>采用了机器学习或优化方法。<br><br>🌟 <b>创新价值</b><br>提出了新颖的方法或见解。<br><br>🛠️ <b>应用场景</b><br>应用于机器人操作或控制任务。
            </div>
            <div class="tags">
                <span class="tag">#表征学习</span> <span class="tag">#特征工程</span> <span class="tag">#表示</span> <span class="tag">#vision</span> <span class="tag">#evaluation</span> <span class="tag">#ptff</span> 
            </div>
            <div class="footer-links">
                <a href="https://arxiv.org/abs/2603.02458" class="link">📄 阅读原文</a>
            </div>
        </div>
        <div class="paper-card" onclick="window.open('https://arxiv.org/abs/2603.02500', '_blank')">
            <div class="meta">
                <span class="badge">#表征学习</span>
                <span class="date">📅 Wed, 04 Ma</span>
            </div>
            <h2>Instant and Reversible Adhesive-free Bonding Between Silicones and Glossy Papers for Soft Robotics</h2>
            <div class="abstract">
                <b>📝 英文摘要:</b><br>arXiv:2603.02500v1 Announce Type: new  Abstract: Integrating silicone with non-extensible materials is a common strategy used in the fabrication of fluidically-driven soft actuators, yet conventional approaches often rely on irreversible adhesives or embedding processes that are labor-intensive and difficult to modify. This work presents silicone-glossy paper bonding (SGB), a rapid, adhesive-free,...
            </div>
            <div class="translation">
                <b>🇨🇳 中文翻译:</b><br>【中文翻译】integrating silicone with non-extensible materials is a common strategy used in the fabrication of fluidically-driven soft actuators, yet conventional 方法es often rely on irreversible adhesives or embedding processes that are labor-intensive and difficult to modify. this work presents silicone-glossy...（注：当前为简化翻译，完整翻译需接入 LLM API）
            </div>
            <div class="explanation">
                🔍 <b>研究重点</b><br>本研究属于具身智能领域，关注机器人与环境的交互。<br><br>🌟 <b>创新价值</b><br>提出了新颖的方法或见解。
            </div>
            <div class="tags">
                <span class="tag">#表征学习</span> <span class="tag">#特征工程</span> <span class="tag">#表示</span> <span class="tag">#evaluation</span> <span class="tag">#reinforcement</span> <span class="tag">#embodied</span> 
            </div>
            <div class="footer-links">
                <a href="https://arxiv.org/abs/2603.02500" class="link">📄 阅读原文</a>
            </div>
        </div>
        <div class="paper-card" onclick="window.open('https://arxiv.org/abs/2603.02291', '_blank')">
            <div class="meta">
                <span class="badge">#机器人</span>
                <span class="date">📅 Wed, 04 Ma</span>
            </div>
            <h2>Goal-Oriented Semantic Communication for ISAC-Enabled Robotic Obstacle Avoidance</h2>
            <div class="abstract">
                <b>📝 英文摘要:</b><br>arXiv:2603.02291v1 Announce Type: new  Abstract: We investigate an integrated sensing and communication (ISAC)-enabled BS for the unmanned aerial vehicle (UAV) obstacle avoidance task, and propose a goal-oriented semantic communication (GOSC) framework for the BS to transmit sensing and command and control (C&C) signals efficiently and effectively. Our GOSC framework establishes a closed loop for ...
            </div>
            <div class="translation">
                <b>🇨🇳 中文翻译:</b><br>【中文翻译】we investigate an integrated sensing and communication (isac)-enabled bs for the unmanned aerial vehicle (uav) obstacle avoidance 任务, and propose a goal-oriented semantic communication (gosc) 框架 for the bs to transmit sensing and command and 控制 (c&c) signals efficiently and effectively. our gosc 框架 ...（注：当前为简化翻译，完整翻译需接入 LLM API）
            </div>
            <div class="explanation">
                🔍 <b>研究重点</b><br>本研究属于具身智能领域，关注机器人与环境的交互。<br><br>⚙️ <b>主要方法</b><br>提出了新的框架或系统架构。<br><br>📈 <b>创新价值</b><br>研究取得了性能提升或改进。<br><br>🌟 <b>创新价值</b><br>提出了新颖的方法或见解。<br><br>🛠️ <b>应用场景</b><br>应用于机器人操作或控制任务。
            </div>
            <div class="tags">
                <span class="tag">#机器人学</span> <span class="tag">#自动化</span> <span class="tag">#控制</span> <span class="tag">#evaluation</span> <span class="tag">#uav</span> <span class="tag">#occlusion</span> 
            </div>
            <div class="footer-links">
                <a href="https://arxiv.org/abs/2603.02291" class="link">📄 阅读原文</a>
            </div>
        </div>
        <div class="paper-card" onclick="window.open('https://arxiv.org/abs/2603.02511', '_blank')">
            <div class="meta">
                <span class="badge">#机器人</span>
                <span class="date">📅 Wed, 04 Ma</span>
            </div>
            <h2>Learning Object-Centric Spatial Reasoning for Sequential Manipulation in Cluttered Environments</h2>
            <div class="abstract">
                <b>📝 英文摘要:</b><br>arXiv:2603.02511v1 Announce Type: new  Abstract: Robotic manipulation in cluttered environments presents a critical challenge for automation. Recent large-scale, end-to-end models demonstrate impressive capabilities but often lack the data efficiency and modularity required for retrieving objects in dense clutter. In this work, we argue for a paradigm of specialized, decoupled systems and present ...
            </div>
            <div class="translation">
                <b>🇨🇳 中文翻译:</b><br>【中文翻译】机器人ic 操作 in cluttered 环境s presents a critical challenge for automation. recent large-scale, end-to-end 模型s demonstrate impressive capabilities but often lack the data 效率 and modularity required for retrieving objects in dense clutter. 在本工作中, we argue for a paradigm of specialized, decoupled 系统s and ...（注：当前为简化翻译，完整翻译需接入 LLM API）
            </div>
            <div class="explanation">
                🔍 <b>研究重点</b><br>本研究属于具身智能领域，关注机器人与环境的交互。<br><br>⚙️ <b>主要方法</b><br>提出了新的框架或系统架构。<br><br>📈 <b>创新价值</b><br>研究取得了性能提升或改进。<br><br>🌟 <b>创新价值</b><br>提出了新颖的方法或见解。<br><br>🛠️ <b>应用场景</b><br>应用于机器人操作或控制任务。
            </div>
            <div class="tags">
                <span class="tag">#机器人学</span> <span class="tag">#自动化</span> <span class="tag">#控制</span> <span class="tag">#evaluation</span> <span class="tag">#reinforcement</span> <span class="tag">#embodied</span> 
            </div>
            <div class="footer-links">
                <a href="https://arxiv.org/abs/2603.02511" class="link">📄 阅读原文</a>
            </div>
        </div>
        <div class="paper-card" onclick="window.open('https://arxiv.org/abs/2603.02742', '_blank')">
            <div class="meta">
                <span class="badge">#AI 研究</span>
                <span class="date">📅 Wed, 04 Ma</span>
            </div>
            <h2>Robust Tightly-Coupled Filter-Based Monocular Visual-Inertial State Estimation and Graph-Based Evaluation for Autonomous Drone Racing</h2>
            <div class="abstract">
                <b>📝 英文摘要:</b><br>arXiv:2603.02742v1 Announce Type: new  Abstract: Autonomous drone racing (ADR) demands state estimation that is simultaneously computationally efficient and resilient to the perceptual degradation experienced during extreme velocity and maneuvers. Traditional frameworks typically rely on conventional visual-inertial pipelines with loosely-coupled gate-based Perspective-n-Points (PnP) corrections t...
            </div>
            <div class="translation">
                <b>🇨🇳 中文翻译:</b><br>【中文翻译】autonomous drone racing (adr) demands state estimation that is simultaneously computationally efficient and resilient to the perceptual degradation experienced during extreme velocity and maneuvers. traditional 框架s typically rely on conventional visual-inertial pipelines with loosely-coupled gate-ba...（注：当前为简化翻译，完整翻译需接入 LLM API）
            </div>
            <div class="explanation">
                🔍 <b>研究重点</b><br>本研究涉及计算机视觉，处理图像或视频信息。<br><br>⚙️ <b>主要方法</b><br>提出了新的框架或系统架构。<br><br>📈 <b>创新价值</b><br>研究取得了性能提升或改进。<br><br>🌟 <b>创新价值</b><br>提出了新颖的方法或见解。<br><br>🔍 <b>应用场景</b><br>应用于检测或识别任务。
            </div>
            <div class="tags">
                <span class="tag">#AI 研究</span> <span class="tag">#机器学习</span> <span class="tag">#深度学习</span> <span class="tag">#vision</span> <span class="tag">#evaluation</span> <span class="tag">#gnss</span> 
            </div>
            <div class="footer-links">
                <a href="https://arxiv.org/abs/2603.02742" class="link">📄 阅读原文</a>
            </div>
        </div>
        <div class="footer">
            ✨ 每天早晨 10:30 准时推送 · 精选最具潜力的 AI 研究
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