Applications
361 papers (1 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
6
2
4
1
1
1
3
1
2
5
6
10
15
22
20
29
41
89
71
32
'10
'15
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'25
Papers (including subtopics)
Multi-Agent Motion Planning for Differential Drive Robots Through Stationary State Search
AAAI 2025
Multi-Robot Motion Planning with Diffusion Models
ICLR 2025
Multi-Robot Task Allocation Using Global Games with Negative Feedback: The Colony Maintenance Problem
AAAI 2025
MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking
CVPR 2025
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM
ACL 2025
Off Policy Lyapunov Stability in Reinforcement Learning
CoRL 2025
On the Convergence of Continuous Single-timescale Actor-critic
ICML 2025
Open-World Planning via Lifted Regression with LLM-Inferred Affordances for Embodied Agents
ACL 2025
PEAR: Primitive Enabled Adaptive Relabeling for Boosting Hierarchical Reinforcement Learning
ICLR 2025
PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability
CVPR 2025
Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision
CVPR 2025
Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model
ICLR 2025
Relational Object-Centric Actor-Critic
CLeaR 2025
Robot Learning from Any Images
CoRL 2025
RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins
CVPR 2025
Safe Learning in the Real World via Adaptive Shielding with Hamilton-Jacobi Reachability
L4DC 2025
SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation
ICML 2025
SkillMimic: Learning Basketball Interaction Skills from Demonstrations
CVPR 2025
SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
AAAI 2025
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
EMNLP 2025
Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks
ICML 2025
Test-time Adapted Reinforcement Learning with Action Entropy Regularization
ICML 2025
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
ICLR 2025
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
ACL 2025
Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning
CVPR 2025