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

Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 13,178 · with a code link: 4,183 · where Syntology ran a sample: 1,175 (988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,175 of 13,178 tagged: 988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument)

Page 74 of 132: papers 7,301 to 7,400 of 13,178, 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.

• GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
  27 May 2022 0 repositories listed
• Non-Markovian policies occupancy measures
  27 May 2022 0 repositories listed
• Off-Beat Multi-Agent Reinforcement Learning
  27 May 2022 0 repositories listed
• A Fair Federated Learning Framework With Reinforcement Learning
  26 May 2022 0 repositories listed
• Constrained Reinforcement Learning for Short Video Recommendation
  26 May 2022 0 repositories listed
• Physics-Guided Hierarchical Reward Mechanism for Learning-Based Robotic Grasping
  26 May 2022 0 repositories listed
• SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning
  26 May 2022 0 repositories listed
• An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation
  25 May 2022 0 repositories listed
• Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization
  25 May 2022 0 repositories listed
• MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning
  25 May 2022 0 repositories listed
• Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments
  25 May 2022 0 repositories listed
• Robust Reinforcement Learning on Graphs for Logistics optimization
  25 May 2022 0 repositories listed
• Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
  25 May 2022 0 repositories listed
• Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning
  24 May 2022 0 repositories listed
• Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents
  24 May 2022 0 repositories listed
• Learning to Drive Using Sparse Imitation Reinforcement Learning
  24 May 2022 0 repositories listed
• Penalized Proximal Policy Optimization for Safe Reinforcement Learning
  24 May 2022 0 repositories listed
• Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs
  23 May 2022 0 repositories listed
• Cooperative Reinforcement Learning on Traffic Signal Control
  23 May 2022 0 repositories listed
• Logarithmic regret bounds for continuous-time average-reward Markov decision processes
  23 May 2022 0 repositories listed
• Multiple Domain Cyberspace Attack and Defense Game Based on Reward Randomization Reinforcement Learning
  23 May 2022 0 repositories listed
• POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
  23 May 2022 0 repositories listed
• Spreading Factor assisted LoRa Localization with Deep Reinforcement Learning
  23 May 2022 0 repositories listed
• Power and accountability in reinforcement learning applications to environmental policy
  22 May 2022 0 repositories listed
• Reinforced Pedestrian Attribute Recognition with Group Optimization Reward
  21 May 2022 0 repositories listed
• Adversarial joint attacks on legged robots
  20 May 2022 0 repositories listed
• Survey on Fair Reinforcement Learning: Theory and Practice
  20 May 2022 0 repositories listed
• Data Valuation for Offline Reinforcement Learning
  19 May 2022 0 repositories listed
• IL-flOw: Imitation Learning from Observation using Normalizing Flows
  19 May 2022 0 repositories listed
• Parallel bandit architecture based on laser chaos for reinforcement learning
  19 May 2022 0 repositories listed
• Routing and Placement of Macros using Deep Reinforcement Learning
  19 May 2022 0 repositories listed
• Sparse Adversarial Attack in Multi-agent Reinforcement Learning
  19 May 2022 0 repositories listed
• Generating Explanations from Deep Reinforcement Learning Using Episodic Memory
  18 May 2022 0 repositories listed
• Market Making via Reinforcement Learning in China Commodity Market
  18 May 2022 0 repositories listed
• Slowly Changing Adversarial Bandit Algorithms are Efficient for Discounted MDPs
  18 May 2022 0 repositories listed
• World Value Functions: Knowledge Representation for Multitask Reinforcement Learning
  18 May 2022 0 repositories listed
• Moral reinforcement learning using actual causation
  17 May 2022 0 repositories listed
• Multibit Tries Packet Classification with Deep Reinforcement Learning
  17 May 2022 0 repositories listed
• A Deep Reinforcement Learning Blind AI in DareFightingICE
  16 May 2022 0 repositories listed
• Attacking and Defending Deep Reinforcement Learning Policies
  16 May 2022 0 repositories listed
• Deep Apprenticeship Learning for Playing Games
  16 May 2022 0 repositories listed
• KGRGRL: A User's Permission Reasoning Method Based on Knowledge Graph Reward Guidance Reinforcement Learning
  16 May 2022 0 repositories listed
• Many Field Packet Classification with Decomposition and Reinforcement Learning
  16 May 2022 0 repositories listed
• q-Munchausen Reinforcement Learning
  16 May 2022 0 repositories listed
• Qualitative Differences Between Evolutionary Strategies and Reinforcement Learning Methods for Control of Autonomous Agents
  16 May 2022 0 repositories listed
• Rethinking Reinforcement Learning based Logic Synthesis
  16 May 2022 0 repositories listed
• Towards on-sky adaptive optics control using reinforcement learning
  16 May 2022 0 repositories listed
• Policy Gradient Method For Robust Reinforcement Learning
  15 May 2022 0 repositories listed
• RoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states
  15 May 2022 0 repositories listed
• Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
  14 May 2022 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning
  14 May 2022 0 repositories listed
• Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing
  14 May 2022 0 repositories listed
• Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning
  13 May 2022 0 repositories listed
• Provably Safe Reinforcement Learning: Conceptual Analysis, Survey, and Benchmarking
  13 May 2022 0 repositories listed
• Contingency-constrained economic dispatch with safe reinforcement learning
  12 May 2022 0 repositories listed
• Controlling chaotic itinerancy in laser dynamics for reinforcement learning
  12 May 2022 0 repositories listed
• Feature and Instance Joint Selection: A Reinforcement Learning Perspective
  12 May 2022 0 repositories listed
• Delayed Reinforcement Learning by Imitation
  11 May 2022 0 repositories listed
• Developing cooperative policies for multi-stage reinforcement learning tasks
  11 May 2022 0 repositories listed
• Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning
  11 May 2022 0 repositories listed
• Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II
  11 May 2022 0 repositories listed
• Accelerated Reinforcement Learning for Temporal Logic Control Objectives
  9 May 2022 0 repositories listed
• Search-Based Testing of Reinforcement Learning
  7 May 2022 0 repositories listed
• Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning
  6 May 2022 0 repositories listed
• Reinforcement Learning Approach to Estimation in Linear Systems
  6 May 2022 0 repositories listed
• A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning
  5 May 2022 0 repositories listed
• Multi-Agent Deep Reinforcement Learning in Vehicular OCC
  5 May 2022 0 repositories listed
• Rapid Locomotion via Reinforcement Learning
  5 May 2022 0 repositories listed
• Multi-subgoal Robot Navigation in Crowds with History Information and Interactions
  4 May 2022 0 repositories listed
• State Representation Learning for Goal-Conditioned Reinforcement Learning
  4 May 2022 0 repositories listed
• Deep-Attack over the Deep Reinforcement Learning
  2 May 2022 0 repositories listed
• Exploration in Deep Reinforcement Learning: A Survey
  2 May 2022 0 repositories listed
• Processing Network Controls via Deep Reinforcement Learning
  1 May 2022 0 repositories listed
• Unsupervised Reinforcement Learning for Transferable Manipulation Skill Discovery
  29 Apr 2022 0 repositories listed
• RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources
  28 Apr 2022 0 repositories listed
• Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning
  27 Apr 2022 0 repositories listed
• Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems
  27 Apr 2022 0 repositories listed
• An Efficient Dynamic Sampling Policy For Monte Carlo Tree Search
  26 Apr 2022 0 repositories listed
• BATS: Best Action Trajectory Stitching
  26 Apr 2022 0 repositories listed
• Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer
  25 Apr 2022 0 repositories listed
• Deep Reinforcement Learning for Orienteering Problems Based on Decomposition
  25 Apr 2022 0 repositories listed
• Skill-based Meta-Reinforcement Learning
  25 Apr 2022 0 repositories listed
• Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mmWave Networks
  23 Apr 2022 0 repositories listed
• Graph Neural Network based Agent in Google Research Football
  23 Apr 2022 0 repositories listed
• Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning
  21 Apr 2022 0 repositories listed
• Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations
  21 Apr 2022 0 repositories listed
• A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines
  20 Apr 2022 0 repositories listed
• Federated Learning for Distributed Energy-Efficient Resource Allocation
  20 Apr 2022 0 repositories listed
• Reinforcement Learning with Intrinsic Affinity for Personalized Prosperity Management
  20 Apr 2022 0 repositories listed
• Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency
  20 Apr 2022 0 repositories listed
• Understanding and Preventing Capacity Loss in Reinforcement Learning
  20 Apr 2022 0 repositories listed
• Network Topology Optimization via Deep Reinforcement Learning
  19 Apr 2022 0 repositories listed
• When Is Partially Observable Reinforcement Learning Not Scary?
  19 Apr 2022 0 repositories listed
• Optimizing Tensor Network Contraction Using Reinforcement Learning
  18 Apr 2022 0 repositories listed
• Learning to Transfer Role Assignment Across Team Sizes
  17 Apr 2022 0 repositories listed
• Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach
  17 Apr 2022 0 repositories listed
• Efficient Reinforcement Learning for Unsupervised Controlled Text Generation
  16 Apr 2022 0 repositories listed
• CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection
  15 Apr 2022 0 repositories listed
• D3PG: Dirichlet DDPG for Task Partitioning and Offloading With Constrained Hybrid Action Space in Mobile-Edge Computing
  14 Apr 2022 0 repositories listed
• Methodical Advice Collection and Reuse in Deep Reinforcement Learning
  14 Apr 2022 0 repositories listed

Syntology lines on 1 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.