Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 86

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 86 of 152: papers 8,501 to 8,600 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.

• Learning Open Domain Multi-hop Search Using Reinforcement Learning
  30 May 2022 0 repositories listed
• Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets
  30 May 2022 0 repositories listed
• Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning
  30 May 2022 0 repositories listed
• SEREN: Knowing When to Explore and When to Exploit
  30 May 2022 0 repositories listed
• Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength
  30 May 2022 0 repositories listed
• Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning
  29 May 2022 0 repositories listed
• Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning
  28 May 2022 0 repositories listed
• Survival Analysis on Structured Data using Deep Reinforcement Learning
  28 May 2022 0 repositories listed
• Deep Reinforcement Learning for Distributed and Uncoordinated Cognitive Radios Resource Allocation
  27 May 2022 0 repositories listed
• Double Deep Q Networks for Sensor Management in Space Situational Awareness
  27 May 2022 0 repositories listed
• Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control
  27 May 2022 0 repositories listed
• GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
  27 May 2022 0 repositories listed
• KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal
  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
• Provably Sample-Efficient RL with Side Information about Latent Dynamics
  27 May 2022 0 repositories listed
• Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks
  27 May 2022 0 repositories listed
• A Fair Federated Learning Framework With Reinforcement Learning
  26 May 2022 0 repositories listed
• Does DQN Learn?
  26 May 2022 0 repositories listed
• Constrained Reinforcement Learning for Short Video Recommendation
  26 May 2022 0 repositories listed
• Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency
  26 May 2022 0 repositories listed
• Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes
  26 May 2022 0 repositories listed
• Physics-Guided Hierarchical Reward Mechanism for Learning-Based Robotic Grasping
  26 May 2022 0 repositories listed
• RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers
  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
• Learning in Mean Field Games: A Survey
  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
• Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function
  25 May 2022 0 repositories listed
• Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space
  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
• Efficient Reinforcement Learning from Demonstration Using Local Ensemble and Reparameterization with Split and Merge of Expert Policies
  23 May 2022 0 repositories listed
• Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation
  23 May 2022 0 repositories listed
• Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning
  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
• RL with KL penalties is better viewed as Bayesian inference
  23 May 2022 0 repositories listed
• Spreading Factor assisted LoRa Localization with Deep Reinforcement Learning
  23 May 2022 0 repositories listed
• A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning
  22 May 2022 0 repositories listed
• Contextual Information-Directed Sampling
  22 May 2022 0 repositories listed
• Inverse-Inverse Reinforcement Learning. How to Hide Strategy from an Adversarial Inverse Reinforcement Learner
  22 May 2022 0 repositories listed
• Power and accountability in reinforcement learning applications to environmental policy
  22 May 2022 0 repositories listed
• Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel
  21 May 2022 0 repositories listed
• CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models
  21 May 2022 0 repositories listed
• De novo design of protein target specific scaffold-based Inhibitors via Reinforcement Learning
  21 May 2022 0 repositories listed
• Reinforced Pedestrian Attribute Recognition with Group Optimization Reward
  21 May 2022 0 repositories listed
• A Fully Controllable Agent in the Path Planning using Goal-Conditioned Reinforcement Learning
  20 May 2022 0 repositories listed
• Adversarial joint attacks on legged robots
  20 May 2022 0 repositories listed
• Long Run Incremental Cost (LRIC) Distribution Network Pricing in UK, advising China's Distribution Network
  20 May 2022 0 repositories listed
• On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach
  20 May 2022 0 repositories listed
• Prototyping three key properties of specific curiosity in computational reinforcement learning
  20 May 2022 0 repositories listed
• Survey on Fair Reinforcement Learning: Theory and Practice
  20 May 2022 0 repositories listed
• AIGenC: An AI generalisation model via creativity
  19 May 2022 0 repositories listed
• Data Valuation for Offline Reinforcement Learning
  19 May 2022 0 repositories listed
• Distributed Multi-Agent Deep Reinforcement Learning for Robust Coordination against Noise
  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
• Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
  19 May 2022 0 repositories listed
• Deep Reinforcement Learning Based on Location-Aware Imitation Environment for RIS-Aided mmWave MIMO Systems
  18 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
• No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL
  18 May 2022 0 repositories listed
• Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
  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
• Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent Space
  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
• Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning
  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
• Taming Continuous Posteriors for Latent Variational Dialogue Policies
  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)
• Interpretable Stochastic Model Predictive Control using Distributional Reinforced Estimation for Quadrotor Tracking Systems
  14 May 2022 0 repositories listed
• 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
• Deep Reinforcement Learning in mmW-NOMA: Joint Power Allocation and Hybrid Beamforming
  13 May 2022 0 repositories listed
• Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning
  13 May 2022 0 repositories listed
• Joint Power Allocation and Beamformer for mmW-NOMA Downlink Systems by Deep Reinforcement Learning
  13 May 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.