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Multi-Objective Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 143 · with a code link: 55 · where Syntology ran a sample: 19 (19 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (19 of 143 tagged: 19 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 143 of 143, 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.

• On The Expressivity of Objective-Specification Formalisms in Reinforcement Learning
  18 Oct 2023 0 repositories listed
• Urban Drone Navigation: Autoencoder Learning Fusion for Aerodynamics
  13 Oct 2023 0 repositories listed
• A Robust Policy Bootstrapping Algorithm for Multi-objective Reinforcement Learning in Non-stationary Environments
  18 Aug 2023 0 repositories listed
• Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes
  18 Aug 2023 0 repositories listed
• A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management
  17 Jul 2023 0 repositories listed
• Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction
  16 Jun 2023 0 repositories listed
• Inferring Preferences from Demonstrations in Multi-objective Reinforcement Learning: A Dynamic Weight-based Approach
  27 Apr 2023 0 repositories listed
• Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning
  15 Mar 2023 0 repositories listed
• A Scale-Independent Multi-Objective Reinforcement Learning with Convergence Analysis
  8 Feb 2023 0 repositories listed
• Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning
  19 Dec 2022 0 repositories listed
• Elixir: A system to enhance data quality for multiple analytics on a video stream
  8 Dec 2022 0 repositories listed
• Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning
  23 Nov 2022 0 repositories listed
• Addressing the issue of stochastic environments and local decision-making in multi-objective reinforcement learning
  16 Nov 2022 0 repositories listed
• Multi-Objective Coordination Graphs for the Expected Scalarised Returns with Generative Flow Models
  1 Jul 2022 0 repositories listed
• Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
  11 Apr 2022 0 repositories listed
• Automating Staged Rollout with Reinforcement Learning
  1 Apr 2022 0 repositories listed
• Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing
  24 Feb 2022 0 repositories listed
• Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach
  22 Feb 2022 0 repositories listed
• Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning
  1 Jan 2022 0 repositories listed
• Offline Constrained Multi-Objective Reinforcement Learning via Pessimistic Dual Value Iteration
  1 Dec 2021 0 repositories listed
• Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning
  28 Oct 2021 0 repositories listed
• Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning
  11 Oct 2021 0 repositories listed
• Pareto Policy Adaptation
  29 Sep 2021 0 repositories listed
• Expected Scalarised Returns Dominance: A New Solution Concept for Multi-Objective Decision Making
  2 Jun 2021 0 repositories listed
• Joint Optimization of Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm
  28 May 2021 0 repositories listed
• Model-predictive control and reinforcement learning in multi-energy system case studies
  20 Apr 2021 0 repositories listed
• Multi-Objective Reinforcement Learning based Multi-Microgrid System Optimisation Problem
  10 Mar 2021 0 repositories listed
• Provably Efficient Algorithms for Multi-Objective Competitive RL
  5 Feb 2021 0 repositories listed
• Risk Aware and Multi-Objective Decision Making with Distributional Monte Carlo Tree Search
  1 Feb 2021 0 repositories listed
• Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems using Multi-objective Reinforcement Learning
  19 Jan 2021 0 repositories listed
• Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Provable Multi-Objective Reinforcement Learning with Generative Models
  19 Nov 2020 0 repositories listed
• Multi-objective Reinforcement Learning based approach for User-Centric Power Optimization in Smart Home Environments
  29 Sep 2020 0 repositories listed
• A distributional view on multi objective policy optimization
  1 Jan 2020 0 repositories listed
• Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning
  3 Oct 2019 0 repositories listed
• Relationship Explainable Multi-objective Reinforcement Learning with Semantic Explainability Generation
  26 Sep 2019 0 repositories listed
• Solving single-objective tasks by preference multi-objective reinforcement learning
  25 Sep 2019 0 repositories listed
• Meta-Learning for Multi-objective Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration
  21 Sep 2018 0 repositories listed
• A Multi-Objective Deep Reinforcement Learning Framework
  8 Mar 2018 0 repositories listed
• Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
  19 Jul 2017 0 repositories listed
• Toward negotiable reinforcement learning: shifting priorities in Pareto optimal sequential decision-making
  5 Jan 2017 0 repositories listed
• Multi-objective Reinforcement Learning with Continuous Pareto Frontier Approximation Supplementary Material
  13 Jun 2014 0 repositories listed