Browse State-of-the-Art › Distributional Reinforcement Learning › Papers, page 2

Distributional Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 137 · with a code link: 43 · where Syntology ran a sample: 16 (12 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (16 of 137 tagged: 12 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 137 of 137, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Conservative Distributional Reinforcement Learning with Safety Constraints
  18 Jan 2022 0 repositories listed
• Robustness and risk management via distributional dynamic programming
  28 Dec 2021 0 repositories listed
• The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning
  7 Oct 2021 0 repositories listed
• Distributional Perturbation for Efficient Exploration in Distributional Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Distributional Reinforcement Learning with Monotonic Splines
  29 Sep 2021 0 repositories listed
• Exploring the Robustness of Distributional Reinforcement Learning against Noisy State Observations
  29 Sep 2021 0 repositories listed
• Towards Understanding Distributional Reinforcement Learning: Regularization, Optimization, Acceleration and Sinkhorn Algorithm
  29 Sep 2021 0 repositories listed
• Minimizing Safety Interference for Safe and Comfortable Automated Driving with Distributional Reinforcement Learning
  15 Jul 2021 0 repositories listed
• MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning
  22 Jun 2021 0 repositories listed
• Automatic Risk Adaptation in Distributional Reinforcement Learning
  11 Jun 2021 0 repositories listed
• Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning
  14 May 2021 0 repositories listed
• Bayesian Distributional Policy Gradients
  20 Mar 2021 0 repositories listed
• Safe Distributional Reinforcement Learning
  26 Feb 2021 0 repositories listed
• SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Addressing Inherent Uncertainty: Risk-Sensitive Behavior Generation for Automated Driving using Distributional Reinforcement Learning
  5 Feb 2021 0 repositories listed
• Controlling Synthetic Characters in Simulations: A Case for Cognitive Architectures and Sigma
  6 Jan 2021 0 repositories listed
• A Distributional Perspective on Actor-Critic Framework
  1 Jan 2021 0 repositories listed
• Distributional Reinforcement Learning for Risk-Sensitive Policies
  1 Jan 2021 0 repositories listed
• Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
  16 Dec 2020 0 repositories listed
• A Local Temporal Difference Code for Distributional Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Non-Crossing Quantile Regression for Distributional Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV
  3 Nov 2020 0 repositories listed
• Demand-Side Scheduling Based on Multi-Agent Deep Actor-Critic Learning for Smart Grids
  5 May 2020 0 repositories listed
• Improving Robustness via Risk Averse Distributional Reinforcement Learning
  1 May 2020 0 repositories listed
• Distributional Reinforcement Learning with Ensembles
  24 Mar 2020 0 repositories listed
• Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning
  24 Feb 2020 0 repositories listed
• Sample-based Distributional Policy Gradient
  8 Jan 2020 0 repositories listed
• Stochastically Dominant Distributional Reinforcement Learning
  17 May 2019 0 repositories listed
• Distributional Reinforcement Learning for Efficient Exploration
  13 May 2019 0 repositories listed
• GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing
  10 May 2019 0 repositories listed
• Statistics and Samples in Distributional Reinforcement Learning
  21 Feb 2019 0 repositories listed
• Distributional reinforcement learning with linear function approximation
  8 Feb 2019 0 repositories listed
• A Comparative Analysis of Expected and Distributional Reinforcement Learning
  30 Jan 2019 0 repositories listed
• Nonlinear Distributional Gradient Temporal-Difference Learning
  20 May 2018 0 repositories listed
• Exploration by Distributional Reinforcement Learning
  4 May 2018 0 repositories listed
• An Analysis of Categorical Distributional Reinforcement Learning
  22 Feb 2018 0 repositories listed
• The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
  15 Apr 2017 0 repositories listed