Focus Areas

Diffusion, Reinforcement Learning, Controls

Literature Review Presentations

Focus: Diffusion Modeling

• Diffusion Models for Reinforcement Learning Survey
• Efficient Diffusion Policies for Offline Reinforcement Learning

Focus: Diffusion Planning

• Planning Across Controls, Reinforcement Learning, and Diffusion
  ---Offline Reinforcement Learning---
  • Learning to Combat Compounding-Error in Model-Based Reinforcement Learning
  • Planning with Diffusion for Flexible Behavior Synthesis
  • AdaptDiffuser

Focus: Extra Paper(s)

• Eigen-entropy based time series signatures to support multivariate time series classification