cs.RO(2024-03-29)

📊 共 9 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

支柱一:机器人控制 (Robot Control) (7 🔗1) 支柱二:RL算法与架构 (RL & Architecture) (2)

🔬 支柱一:机器人控制 (Robot Control) (7 篇)

#题目一句话要点标签🔗
1 Learning Visual Quadrupedal Loco-Manipulation from Demonstrations 提出基于示范的四足机器人视觉运动操控方法以解决物体交互问题 quadruped locomotion manipulation
2 Adaptive Energy Regularization for Autonomous Gait Transition and Energy-Efficient Quadruped Locomotion 提出自适应能量正则化以实现自主步态转换和能效四足运动 quadruped legged robot locomotion
3 CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning 提出CtRL-Sim以解决自主驾驶代理的反应性与可控性问题 manipulation reinforcement learning offline RL
4 MoMa-Pos: An Efficient Object-Kinematic-Aware Base Placement Optimization Framework for Mobile Manipulation 提出MoMa-Pos以优化移动操控器的基座放置问题 manipulation mobile manipulation
5 Accelerating Search-Based Planning for Multi-Robot Manipulation by Leveraging Online-Generated Experiences 提出加速冲突基础搜索算法以解决多机器人操控问题 manipulation motion planning
6 SURESTEP: An Uncertainty-Aware Trajectory Optimization Framework to Enhance Visual Tool Tracking for Robust Surgical Automation 提出SURESTEP框架以解决外科自动化中的工具跟踪不确定性问题 trajectory optimization
7 Dual-Arm Construction Robot for Automatic Fixation of Structural Parts to Concrete Surfaces in Narrow Environments 提出双臂施工机器人以解决狭窄环境下结构件固定问题 dual-arm

🔬 支柱二:RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗
8 EnCoMP: Enhanced Covert Maneuver Planning with Adaptive Threat-Aware Visibility Estimation using Offline Reinforcement Learning 提出EnCoMP以解决自主机器人隐蔽导航中的威胁识别问题 reinforcement learning offline reinforcement learning CQL
9 Fusion Dynamical Systems with Machine Learning in Imitation Learning: A Comprehensive Overview 融合动态系统与机器学习以提升模仿学习的能力 reinforcement learning deep reinforcement learning policy learning

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