conftrace_

predictive representation

9 papers

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Co-occurring keywords

representation learning (6206) self-supervised learning (3777) partially observable markov decision process (178) latent representation (418) energy-based model (251) latent space (854) average reward (29) ergodic theory (7) markov network (40) predictive model (55)

Papers

ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Learning predictable and robust neural representations by straightening image sequences NIPS 2024
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NIPS 2023
Energy-based Predictive Representations for Partially Observed Reinforcement Learning UAI 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 NIPS 2010
Exponential Family Predictive Representations of State NIPS 2007