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bellman equation

42 papers

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Co-occurring keywords

reinforcement learning (4352) markov decision process (790) value function (295) off-policy learning (228) distributional reinforcement learning (72) dynamic programming (274) optimal control (218) policy gradient (520) value iteration (162) model-based reinforcement learning (415)

Papers

Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning NIPS 2021
A Nonparametric Off-Policy Policy Gradient AISTATS 2020
Conditional Importance Sampling for Off-Policy Learning AISTATS 2020
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN ICML 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019
Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm NIPS 2019
A Kernel Loss for Solving the Bellman Equation NIPS 2019
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation ICML 2018
Smoothed Action Value Functions for Learning Gaussian Policies ICML 2018
Learning over Subgoals for Efficient Navigation of Structured, Unknown Environments CORL 2018
Temporal Regularization for Markov Decision Process NIPS 2018
On Generalized Bellman Equations and Temporal-Difference Learning JMLR 2018
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NIPS 2017
A Distributional Perspective on Reinforcement Learning ICML 2017
Compositionality of optimal control laws NIPS 2009
Solving Stochastic Games NIPS 2009
Linearly-solvable Markov decision problems NIPS 2006