conftrace_

distributional reinforcement learning

86 papers

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Also known as

DISTRIBUTIONAL RL DISTRL DRL

Co-occurring keywords · papers mentioning both

return distribution (15) value distribution (12) deep reinforcement learning (10) policy gradient (8) markov decision process (7) quantile regression (7) risk-sensitive reinforcement learning (7) conditional value at risk (7) sample efficiency (7) bellman equation (5)

Papers

Information-Directed Exploration for Deep Reinforcement Learning ICLR 2019 Nonlinear Distributional Gradient Temporal-Difference Learning ICML 2019 QUOTA: The Quantile Option Architecture for Reinforcement Learning AAAI 2019 Statistics and Samples in Distributional Reinforcement Learning ICML 2019 Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm NeurIPS 2019 An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018 Distributed Distributional Deterministic Policy Gradients ICLR 2018 Exploration by Distributional Reinforcement Learning IJCAI 2018 Implicit Quantile Networks for Distributional Reinforcement Learning ICML 2018 The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning ICLR 2018 A Distributional Perspective on Reinforcement Learning ICML 2017