学习 分类论文(27,955)
清除筛选 ✕Improving Generalization in Aerial and Terrestrial Mobile Robots Control Through Delayed Policy Learning
Ricardo B. Grando, Raul Steinmetz, Victor A. Kich 等 10 位作者
2024
The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry
Paolo Cudrano, Xiaoyu Luo, Matteo Matteucci
2024
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic Ultrasonography
Yuhan Song, Nak Young Chong
2024
Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems
Vedant Khandelwal, Amit Sheth, Forest Agostinelli
2024
An Organic Weed Control Prototype using Directed Energy and Deep Learning
Deng Cao, Hongbo Zhang, Rajveer Dhillon
2024
Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba
İlker Işık, Ebru Aydin Gol, Ramazan Gokberk Cinbis
2024
Deep Modeling of Non-Gaussian Aleatoric Uncertainty
Aastha Acharya, Caleb Lee, Marissa D'Alonzo 等 6 位作者
2024
Hardware-Efficient EMG Decoding for Next-Generation Hand Prostheses
Mohammad Kalbasi, MohammadAli Shaeri, Vincent Alexandre Mendez 等 6 位作者
2024
Safe Multi-agent Reinforcement Learning with Natural Language Constraints
Ziyan Wang, Meng Fang, Tristan Tomilin 等 5 位作者
2024
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts
Yu Luo, Tianying Ji, Fuchun Sun 等 6 位作者
2024
Causal Action Influence Aware Counterfactual Data Augmentation
Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica 等 4 位作者
2024
Advancing Household Robotics: Deep Interactive Reinforcement Learning for Efficient Training and Enhanced Performance
Arpita Soni, Sujatha Alla, Suresh Dodda 等 4 位作者
2024
Model-Based Diffusion for Trajectory Optimization
Chaoyi Pan, Zeji Yi, Guanya Shi 等 4 位作者
2024
Render and Diffuse: Aligning Image and Action Spaces for Diffusion-based Behaviour Cloning
Vitalis Vosylius, Younggyo Seo, Jafar Uruç 等 4 位作者
2024
Structured Graph Network for Constrained Robot Crowd Navigation with Low Fidelity Simulation
Shuijing Liu, Kaiwen Hong, Neeloy Chakraborty 等 4 位作者
2024
Oracle-Efficient Reinforcement Learning for Max Value Ensembles
Marcel Hussing, Michael Kearns, Aaron Roth 等 5 位作者
2024
Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot Navigation
Hamid Taheri, Seyed Rasoul Hosseini, Mohammad Ali Nekoui
2024
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models
Cong Lu, Shengran Hu, Jeff Clune
2024
Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality
Andrew Rosemberg, Alexandre Street, Davi M. Valladão 等 4 位作者
2024
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
Chen-Hao Chao, Chien Feng, Wei-Fang Sun 等 6 位作者
2024
Tackling Decision Processes with Non-Cumulative Objectives using Reinforcement Learning
Maximilian Nägele, Jan Olle, Thomas Fösel 等 5 位作者
2024
Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator
Alejandro Linares-Barranco, Luciano Prono, Robert Lengenstein 等 5 位作者
2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
Yang Dai, Oubo Ma, Longfei Zhang 等 9 位作者
2024
Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice
Yusheng Jiao, Feng Ling, Sina Heydari 等 6 位作者
2024