cs.RO（2024-03-03）

📊 共 10 篇论文

🎯 兴趣领域导航

支柱一：机器人控制 (Robot Control) (8) 支柱三：空间感知与语义 (Perception & Semantics) (1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱一：机器人控制 (Robot Control) (8 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Barrier Functions Inspired Reward Shaping for Reinforcement Learning	提出基于障碍函数的奖励塑形方法以提升强化学习效率	quadruped humanoid sim-to-real
2	BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal Reinforcement Learning	提出BronchoCopilot以解决自主支气管镜操作的挑战	manipulation reinforcement learning multimodal
3	Collision-Free Robot Navigation in Crowded Environments using Learning based Convex Model Predictive Control	提出基于学习的凸模型预测控制以解决拥挤环境中的机器人导航问题	MPC model predictive control reinforcement learning
4	The Grasp Loop Signature: A Topological Representation for Manipulation Planning with Ropes and Cables	提出抓取环签名以解决可变形物体操控问题	manipulation dual-arm
5	ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates	提出ComTraQ-MPC以解决有限主动定位更新下的轨迹跟踪问题	MPC model predictive control
6	Cooperative Automated Driving for Bottleneck Scenarios in Mixed Traffic	提出协作自动驾驶以解决混合交通瓶颈问题	motion planning penetration
7	Mixed Strategy Nash Equilibrium for Crowd Navigation	提出贝叶斯递归纳什均衡以解决人群导航问题	quadruped
8	Fast Ergodic Search with Kernel Functions	提出基于核函数的快速遍历搜索方法以解决高维空间探索问题	trajectory optimization

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
9	A Novel Dynamic Light-Section 3D Reconstruction Method for Wide-Range Sensing	提出一种新型动态光切割三维重建方法以解决多尺度重建问题	3D reconstruction

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
10	Deep Incremental Model Informed Reinforcement Learning for Continuous Robotic Control	提出深度增量模型引导的强化学习以解决连续机器人控制问题	reinforcement learning

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