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# On The Near-Optimality Of Local Policies In Large Cooperative Multi-Agent Reinforcement Learning
Washim Uddin Mondal *wmondal@purdue.edu* School of IE and CE, Purdue University Vaneet Aggarwal vaneet@purdue.edu School of IE and ECE, Purdue University Satish V. Ukkusuri *sukkusur@purdue.edu* Lyles School of Civil Eng... | Review 1:
Summary: This paper considers a multi-agent optimization problem in which the interactions between agents of of mean field type (this means that that the rewards and behavior of one agent depend on other agents only through their empirical distribution of states and actions). A controller wants to optimize th... |
"# Iterative State Estimation In Non-Linear Dynamical Systems Using Approximate Expectation Propagat(...TRUNCATED) | "Review 1:\nSummary: The paper presents an algorithm to approximate the smoothing distribution for a(...TRUNCATED) |
"# Correcting Flaws In Common Disentanglement Metrics\n\nLouis Mahon lmahon@ed.ac.uk School of Infor(...TRUNCATED) | "Review 1:\nSummary: This paper proposes 3 new metrics for assessing the disentanglement of learned (...TRUNCATED) |
"# Dynamic Structure Estimation From Bandit Feedback Using Nonvanishing Exponential Sums\n\nMotoya O(...TRUNCATED) | "Review 1:\nSummary: This paper considers the following dynamical system:\n$r_t(x_t)= {f^t(\\theta)}(...TRUNCATED) |
"# Tackling Visual Control Via Multi-View Exploration Maximization\n\nAnonymous authors Paper under (...TRUNCATED) | "Review 1:\nSummary: This paper presents a new intrinsic reward approach for deep reinforcement lear(...TRUNCATED) |
"# Language Models Can See: Plugging Visual Controls In Text Generation\n\nAnonymous authors Paper u(...TRUNCATED) | "Review 1:\nSummary: This paper proposed a training-free framework for image caption generation. Mor(...TRUNCATED) |
"# Understanding Compositionality In Data Embeddings\n\nAnonymous authors Paper under double-blind r(...TRUNCATED) | "Review 1:\nSummary: This paper studied the compositionality of embeddings in word embeddings, sente(...TRUNCATED) |
"# Adawavenet: Adaptive Wavelet Network For Time Series Analysis\n\nAnonymous authors Paper under do(...TRUNCATED) | |
"# [Re] Gnninterpreter: A Probabilistic Generative Model-Level Explanation For Graph Neural Networks(...TRUNCATED) | "Review 1:\nSummary: The paper provides a detailed examination of the GNNInterpreter model through t(...TRUNCATED) |
"# A Decoder-Only Foundation Model For Time-Series Forecasting\n\nAnonymous authors Paper under doub(...TRUNCATED) |
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