Summary of Sable: a Performant, Efficient and Scalable Sequence Model For Marl, by Omayma Mahjoub et al.
Sable: a Performant, Efficient and Scalable Sequence Model for MARLby Omayma Mahjoub, Sasha Abramowitz, Ruan…
Summary of Prend: Enhancing Intrinsic Motivation in Reinforcement Learning Through Pre-trained Network Distillation, by Mohammadamin Davoodabadi et al.
PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillationby Mohammadamin Davoodabadi, Negin Hashemi…
Summary of Stable Offline Value Function Learning with Bisimulation-based Representations, by Brahma S. Pavse et al.
Stable Offline Value Function Learning with Bisimulation-based Representationsby Brahma S. Pavse, Yudong Chen, Qiaomin Xie,…
Summary of Sampling From Energy-based Policies Using Diffusion, by Vineet Jain et al.
Sampling from Energy-based Policies using Diffusionby Vineet Jain, Tara Akhound-Sadegh, Siamak RavanbakhshFirst submitted to arxiv…
Summary of Scalable Reinforcement Learning-based Neural Architecture Search, by Amber Cassimon et al.
Scalable Reinforcement Learning-based Neural Architecture Searchby Amber Cassimon, Siegfried Mercelis, Kevin MetsFirst submitted to arxiv…
Summary of Adaptive Teachers For Amortized Samplers, by Minsu Kim et al.
Adaptive teachers for amortized samplersby Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng,…
Summary of Absolute State-wise Constrained Policy Optimization: High-probability State-wise Constraints Satisfaction, by Weiye Zhao et al.
Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfactionby Weiye Zhao, Feihan Li, Yifan Sun,…
Summary of Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models, by Can Demircan et al.
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Modelsby Can Demircan, Tankred Saanum, Akshay…
Summary of Exploiting Structure in Offline Multi-agent Rl: the Benefits Of Low Interaction Rank, by Wenhao Zhan et al.
Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rankby Wenhao Zhan, Scott…
Summary of Scaling Offline Model-based Rl Via Jointly-optimized World-action Model Pretraining, by Jie Cheng et al.
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretrainingby Jie Cheng, Ruixi Qiao, Yingwei Ma,…