conftrace_

state aggregation

9 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (4) value function approximation (2) representation learning (2) continuous reinforcement learning (1) optimism (1) spectral decomposition (1) clustering algorithm (1) upper confidence bound (1) regret bound (1) shortest path (1)

Papers

A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models UAI 2023 Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning NeurIPS 2023 Multi-Agent Reinforcement Learning in Stochastic Networked Systems NeurIPS 2021 A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning ACML 2020 Sparse Graphical Memory for Robust Planning NeurIPS 2020 State Aggregation Learning from Markov Transition Data NeurIPS 2019 Unsupervised Basis Function Adaptation for Reinforcement Learning JMLR 2019 RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NeurIPS 2014 Online Regret Bounds for Undiscounted Continuous Reinforcement Learning NeurIPS 2012