Gerhard Neumann
~Gerhard_Neumann2
24
论文总数
12.0
年均投稿
平均评分
接收情况17/24
会议分布
ICLR
16
NeurIPS
7
ICML
1
发表论文 (24 篇)
202515 篇
4
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
NeurIPS 2025Spotlight
4
End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler
ICLR 2025Poster
3
Perlin Noise for Exploration in Reinforcement Learning
ICLR 2025Rejected
4
Efficient Off-Policy Learning for High-Dimensional Action Spaces
ICLR 2025Poster
5
Underdamped Diffusion Bridges with Applications to Sampling
ICLR 2025Poster
4
MaNGO — Adaptable Graph Network Simulators via Meta-Learning
NeurIPS 2025Poster
4
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
ICLR 2025Oral
4
Latent Task-Specific Graph Network Simulators
ICLR 2025Rejected
4
Sequential Controlled Langevin Diffusions
ICLR 2025Poster
4
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
ICLR 2025Spotlight
4
Scaffolding Dexterous Manipulation with Vision-Language Models
NeurIPS 2025Poster
3
Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
NeurIPS 2025Spotlight
4
DIME: Diffusion-Based Maximum Entropy Reinforcement Learning
ICML 2025Poster
4
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction
NeurIPS 2025Poster
4
PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning
NeurIPS 2025Poster
20249 篇
4
Reinforcement Learning of Diverse Skills using Mixture of Deep Experts
ICLR 2024Rejected
4
Joint Representations for Reinforcement Learning with Multiple Sensors
ICLR 2024Rejected
4
Vlearn: Off-Policy Learning with Efficient State-Value Function Estimation
ICLR 2024Rejected
4
Episode Transformer: Model-based Episodic Reinforcement Learning
ICLR 2024withdrawn
5
Beyond Shortest-Paths: A Benchmark for Reinforcement Learning on Traffic Engineering
ICLR 2024Rejected
3
Neural Contractive Dynamical Systems
ICLR 2024Spotlight
5
Variational Distillation of Diffusion Policies into Mixture of Experts
NeurIPS 2024Poster
3
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations
ICLR 2024Poster
4
Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
ICLR 2024Poster