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maximum entropy

91 papers

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Also known as

MAX-ENT ME MAXENT

Co-occurring keywords

inverse reinforcement learning (205) convex optimization (1320) variational inference (2069) markov decision process (788) imitation learning (741) reinforcement learning (4122) reward function (288) probabilistic inference (310) maximum entropy models (9) energy-based model (248)

Papers

Self-Supervised Learning via Maximum Entropy Coding NIPS 2022
Online Inverse Reinforcement Learning with Learned Observation Model CORL 2022
Reward Identification in Inverse Reinforcement Learning ICML 2021
Specializing Versatile Skill Libraries using Local Mixture of Experts CORL 2021
MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning ICCV 2021
Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach AISTATS 2021
Distributionally Robust Imitation Learning NIPS 2021
Imitation with Neural Density Models NIPS 2021
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness NIPS 2020
A Maximum-Entropy Approach to Off-Policy Evaluation in Average-Reward MDPs NIPS 2020
Data preprocessing to mitigate bias: A maximum entropy based approach ICML 2020
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020
GraphOpt: Learning Optimization Models of Graph Formation ICML 2020
Explainable Data Decompositions AAAI 2020
Provably Efficient Maximum Entropy Exploration ICML 2019
Learning to Walk Via Deep Reinforcement Learning RSS 2019
A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019
Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019
Maximum Entropy Distributions: Bit Complexity and Stability COLT 2019
Generalized Maximum Entropy Estimation JMLR 2019
Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data AAAI 2019
Ising Models with Latent Conditional Gaussian Variables ALT 2019
Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019
SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies NIPS 2019
Maximum Entropy Monte-Carlo Planning NIPS 2019