conftrace_

predictive representation

9 papers

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Co-occurring keywords · papers mentioning both

representation learning (5) self-supervised learning (3) partially observable markov decision process (2) latent representation (1) energy-based model (1) latent space (1) average reward (1) multi-view data (1) ergodic theory (1) markov network (1)

Papers

ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025 Learning predictable and robust neural representations by straightening image sequences NeurIPS 2024 Energy-based Predictive Representations for Partially Observed Reinforcement Learning UAI 2023 Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NeurIPS 2023 On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning ICML 2023 Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020 On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems AISTATS 2012 Predictive Subspace Learning for Multi-view Data: a Large Margin Approach NeurIPS 2010 Exponential Family Predictive Representations of State NeurIPS 2007