Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 74

Reinforcement Learning (RL)

Papers archive 2025-07-28

archive papers tagged: 15,113 · with a code link: 4,749 · where Syntology ran a sample: 1,416 (1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,416 of 15,113 tagged: 1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument)

Page 74 of 152: papers 7,301 to 7,400 of 15,113, 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.

• Deep Reinforcement Learning for Multi-user Massive MIMO with Channel Aging
  14 Feb 2023 0 repositories listed
• Quantum algorithms applied to satellite mission planning for Earth observation
  14 Feb 2023 0 repositories listed
• To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs
  14 Feb 2023 0 repositories listed
• A Lifetime Extended Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles via Self-Learning Fuzzy Reinforcement Learning
  13 Feb 2023 0 repositories listed
• On Modeling Long-Term User Engagement from Stochastic Feedback
  13 Feb 2023 0 repositories listed
• Universal Agent Mixtures and the Geometry of Intelligence
  13 Feb 2023 0 repositories listed
• Maneuver Decision-Making For Autonomous Air Combat Through Curriculum Learning And Reinforcement Learning With Sparse Rewards
  12 Feb 2023 0 repositories listed
• ReMIX: Regret Minimization for Monotonic Value Function Factorization in Multiagent Reinforcement Learning
  11 Feb 2023 0 repositories listed
• A Survey on Causal Reinforcement Learning
  10 Feb 2023 0 repositories listed
• Low Entropy Communication in Multi-Agent Reinforcement Learning
  10 Feb 2023 0 repositories listed
• Towards Minimax Optimality of Model-based Robust Reinforcement Learning
  10 Feb 2023 0 repositories listed
• An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning
  9 Feb 2023 0 repositories listed
• CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning
  9 Feb 2023 0 repositories listed
• Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement Learning
  9 Feb 2023 0 repositories listed
• Equivariant MuZero
  9 Feb 2023 0 repositories listed
• A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints
  8 Feb 2023 0 repositories listed
• A Scale-Independent Multi-Objective Reinforcement Learning with Convergence Analysis
  8 Feb 2023 0 repositories listed
• AISYN: AI-driven Reinforcement Learning-Based Logic Synthesis Framework
  8 Feb 2023 0 repositories listed
• Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning
  8 Feb 2023 0 repositories listed
• Near-Optimal Adversarial Reinforcement Learning with Switching Costs
  8 Feb 2023 0 repositories listed
• Adaptive Aggregation for Safety-Critical Control
  7 Feb 2023 0 repositories listed
• Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback
  7 Feb 2023 0 repositories listed
• Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
  7 Feb 2023 0 repositories listed
• Near-Minimax-Optimal Risk-Sensitive Reinforcement Learning with CVaR
  7 Feb 2023 0 repositories listed
• Online Reinforcement Learning with Uncertain Episode Lengths
  7 Feb 2023 0 repositories listed
• Optimizing Audio Recommendations for the Long-Term: A Reinforcement Learning Perspective
  7 Feb 2023 0 repositories listed
• Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning
  7 Feb 2023 0 repositories listed
• Transfer learning for process design with reinforcement learning
  7 Feb 2023 0 repositories listed
• A Strong Baseline for Batch Imitation Learning
  6 Feb 2023 0 repositories listed
• Arena-Web -- A Web-based Development and Benchmarking Platform for Autonomous Navigation Approaches
  6 Feb 2023 0 repositories listed
• DITTO: Offline Imitation Learning with World Models
  6 Feb 2023 0 repositories listed
• Holistic Deep-Reinforcement-Learning-based Training of Autonomous Navigation Systems
  6 Feb 2023 0 repositories listed
• Offline Learning in Markov Games with General Function Approximation
  6 Feb 2023 0 repositories listed
• RLTP: Reinforcement Learning to Pace for Delayed Impression Modeling in Preloaded Ads
  6 Feb 2023 0 repositories listed
• State-wise Safe Reinforcement Learning: A Survey
  6 Feb 2023 0 repositories listed
• An Online Model-Following Projection Mechanism Using Reinforcement Learning
  5 Feb 2023 0 repositories listed
• Open Problems and Modern Solutions for Deep Reinforcement Learning
  5 Feb 2023 0 repositories listed
• Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage
  5 Feb 2023 0 repositories listed
• Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems
  4 Feb 2023 0 repositories listed
• Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation
  4 Feb 2023 0 repositories listed
• Developing Driving Strategies Efficiently: A Skill-Based Hierarchical Reinforcement Learning Approach
  4 Feb 2023 0 repositories listed
• Reinforcement Learning in Low-Rank MDPs with Density Features
  4 Feb 2023 0 repositories listed
• Reinforcement Learning with History-Dependent Dynamic Contexts
  4 Feb 2023 0 repositories listed
• Deep Reinforcement Learning for Cyber System Defense under Dynamic Adversarial Uncertainties
  3 Feb 2023 0 repositories listed
• Deep Reinforcement Learning for Online Error Detection in Cyber-Physical Systems
  3 Feb 2023 0 repositories listed
• Reinforcing User Retention in a Billion Scale Short Video Recommender System
  3 Feb 2023 0 repositories listed
• ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints
  2 Feb 2023 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples) · 4 pointer-only (licence)
• Diversity Through Exclusion (DTE): Niche Identification for Reinforcement Learning through Value-Decomposition
  2 Feb 2023 0 repositories listed
• Lower Bounds for Learning in Revealing POMDPs
  2 Feb 2023 0 repositories listed
• MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks
  2 Feb 2023 0 repositories listed
• Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms
  2 Feb 2023 0 repositories listed
• ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs
  2 Feb 2023 0 repositories listed
• Bridging Physics-Informed Neural Networks with Reinforcement Learning: Hamilton-Jacobi-Bellman Proximal Policy Optimization (HJBPPO)
  1 Feb 2023 0 repositories listed
• Collaborating with language models for embodied reasoning
  1 Feb 2023 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling
  1 Feb 2023 0 repositories listed
• QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing
  1 Feb 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning
  1 Feb 2023 0 repositories listed
• Sample Complexity of Kernel-Based Q-Learning
  1 Feb 2023 0 repositories listed
• Selective Uncertainty Propagation in Offline RL
  1 Feb 2023 0 repositories listed
• Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding
  31 Jan 2023 0 repositories listed
• Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks
  31 Jan 2023 0 repositories listed
• Towards interpretable quantum machine learning via single-photon quantum walks
  31 Jan 2023 0 repositories listed
• Scalable Grid-Aware Dynamic Matching using Deep Reinforcement Learning
  31 Jan 2023 0 repositories listed
• Scaling laws for single-agent reinforcement learning
  31 Jan 2023 0 repositories listed
• Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning
  31 Jan 2023 0 repositories listed
• Skill Decision Transformer
  31 Jan 2023 0 repositories listed
• Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
  30 Jan 2023 0 repositories listed
• Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation
  30 Jan 2023 0 repositories listed
• Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents
  30 Jan 2023 0 repositories listed
• STEEL: Singularity-aware Reinforcement Learning
  30 Jan 2023 0 repositories listed
• Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem
  30 Jan 2023 0 repositories listed
• V2N Service Scaling with Deep Reinforcement Learning
  30 Jan 2023 0 repositories listed
• A Deep Reinforcement Learning Framework for Optimizing Congestion Control in Data Centers
  29 Jan 2023 0 repositories listed
• Autonomous Satellite Docking via Adaptive Optimal Output Rregulation: A Reinforcement Learning Approach
  29 Jan 2023 0 repositories listed
• Sample Efficient Deep Reinforcement Learning via Local Planning
  29 Jan 2023 0 repositories listed
• Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic
  28 Jan 2023 0 repositories listed
• SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning
  28 Jan 2023 0 repositories listed
• STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning
  28 Jan 2023 0 repositories listed
• Towards Learning Rubik's Cube with N-tuple-based Reinforcement Learning
  28 Jan 2023 0 repositories listed
• Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning
  28 Jan 2023 0 repositories listed
• A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents
  27 Jan 2023 0 repositories listed
• Improving Behavioural Cloning with Positive Unlabeled Learning
  27 Jan 2023 0 repositories listed
• Exploring Deep Reinforcement Learning for Holistic Smart Building Control
  27 Jan 2023 0 repositories listed
• Generalized Munchausen Reinforcement Learning using Tsallis KL Divergence
  27 Jan 2023 0 repositories listed
• Modeling human road crossing decisions as reward maximization with visual perception limitations
  27 Jan 2023 0 repositories listed
• Reinforcement Learning from Diverse Human Preferences
  27 Jan 2023 0 repositories listed
• Single-Trajectory Distributionally Robust Reinforcement Learning
  27 Jan 2023 0 repositories listed
• SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning
  27 Jan 2023 0 repositories listed
• Solving Richly Constrained Reinforcement Learning through State Augmentation and Reward Penalties
  27 Jan 2023 0 repositories listed
• Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits
  26 Jan 2023 0 repositories listed
• FedHQL: Federated Heterogeneous Q-Learning
  26 Jan 2023 0 repositories listed
• Learning to Generate All Feasible Actions
  26 Jan 2023 0 repositories listed
• Model-based Offline Reinforcement Learning with Local Misspecification
  26 Jan 2023 0 repositories listed
• On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures
  26 Jan 2023 0 repositories listed
• Certifiably Robust Reinforcement Learning through Model-Based Abstract Interpretation
  26 Jan 2023 0 repositories listed
• Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons
  26 Jan 2023 0 repositories listed
• A Deep Neural Network Algorithm for Linear-Quadratic Portfolio Optimization with MGARCH and Small Transaction Costs
  25 Jan 2023 0 repositories listed
• A Novel Deep Reinforcement Learning-based Approach for Enhancing Spectral Efficiency of IRS-assisted Wireless Systems
  24 Jan 2023 0 repositories listed
• ASQ-IT: Interactive Explanations for Reinforcement-Learning Agents
  24 Jan 2023 0 repositories listed
• AutoCost: Evolving Intrinsic Cost for Zero-violation Reinforcement Learning
  24 Jan 2023 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.