conftrace_

state aggregation

9 papers

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Co-occurring keywords

reinforcement learning (4352) value function approximation (100) representation learning (6206) continuous reinforcement learning (1) optimism (1) spectral decomposition (58) clustering algorithm (206) upper confidence bound (197) regret bound (1926) shortest path (42)

Papers

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