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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 77 of 152: papers 7,601 to 7,700 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.

• Accelerating Interactive Human-like Manipulation Learning with GPU-based Simulation and High-quality Demonstrations
  5 Dec 2022 0 repositories listed
• Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation
  5 Dec 2022 0 repositories listed
• Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic
  5 Dec 2022 0 repositories listed
• Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks
  5 Dec 2022 0 repositories listed
• E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance
  5 Dec 2022 0 repositories listed
• PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks
  5 Dec 2022 0 repositories listed
• Online Shielding for Reinforcement Learning
  4 Dec 2022 0 repositories listed
• Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-based Guidance
  4 Dec 2022 0 repositories listed
• Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics
  3 Dec 2022 0 repositories listed
• DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning
  3 Dec 2022 0 repositories listed
• Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward
  3 Dec 2022 0 repositories listed
• CT-DQN: Control-Tutored Deep Reinforcement Learning
  2 Dec 2022 0 repositories listed
• Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery
  2 Dec 2022 0 repositories listed
• Fuse and Adapt: Investigating the Use of Pre-Trained Self-Supervising Learning Models in Limited Data NLU problems
  2 Dec 2022 0 repositories listed
• On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
  2 Dec 2022 0 repositories listed
• Selecting Mechanical Parameters of a Monopode Jumping System with Reinforcement Learning
  2 Dec 2022 0 repositories listed
• Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning
  2 Dec 2022 0 repositories listed
• Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox
  1 Dec 2022 0 repositories listed
• Five Properties of Specific Curiosity You Didn't Know Curious Machines Should Have
  1 Dec 2022 0 repositories listed
• Kick-motion Training with DQN in AI Soccer Environment
  1 Dec 2022 0 repositories listed
• Launchpad: Learning to Schedule Using Offline and Online RL Methods
  1 Dec 2022 0 repositories listed
• Modeling Mobile Health Users as Reinforcement Learning Agents
  1 Dec 2022 0 repositories listed
• Online Learning-based Waveform Selection for Improved Vehicle Recognition in Automotive Radar
  1 Dec 2022 0 repositories listed
• Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System
  1 Dec 2022 0 repositories listed
• Safe Reinforcement Learning with Probabilistic Control Barrier Functions for Ramp Merging
  1 Dec 2022 0 repositories listed
• Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning
  30 Nov 2022 0 repositories listed
• Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
  30 Nov 2022 0 repositories listed
• Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning
  30 Nov 2022 0 repositories listed
• Policy Optimization over General State and Action Spaces
  30 Nov 2022 0 repositories listed
• Random Copolymer inverse design system orienting on Accurate discovering of Antimicrobial peptide-mimetic copolymers
  30 Nov 2022 0 repositories listed
• Reinforcement Learning for Multi-Truck Vehicle Routing Problems
  30 Nov 2022 0 repositories listed
• Funnel-based Reward Shaping for Signal Temporal Logic Tasks in Reinforcement Learning
  30 Nov 2022 0 repositories listed
• Safe and Efficient Reinforcement Learning Using Disturbance-Observer-Based Control Barrier Functions
  30 Nov 2022 0 repositories listed
• Targets in Reinforcement Learning to solve Stackelberg Security Games
  30 Nov 2022 0 repositories listed
• Approximating Martingale Process for Variance Reduction in Deep Reinforcement Learning with Large State Space
  29 Nov 2022 0 repositories listed
• Autotuning PID control using Actor-Critic Deep Reinforcement Learning
  29 Nov 2022 0 repositories listed
• Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning
  29 Nov 2022 0 repositories listed
• Distributed Energy Management and Demand Response in Smart Grids: A Multi-Agent Deep Reinforcement Learning Framework
  29 Nov 2022 0 repositories listed
• Learning and Understanding a Disentangled Feature Representation for Hidden Parameters in Reinforcement Learning
  29 Nov 2022 0 repositories listed
• Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration
  29 Nov 2022 0 repositories listed
• Offline Policy Evaluation and Optimization under Confounding
  29 Nov 2022 0 repositories listed
• Offline Reinforcement Learning with Closed-Form Policy Improvement Operators
  29 Nov 2022 0 repositories listed
• Symmetry Detection in Trajectory Data for More Meaningful Reinforcement Learning Representations
  29 Nov 2022 0 repositories listed
• AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Autonomous Assessment of Demonstration Sufficiency via Bayesian Inverse Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies
  28 Nov 2022 0 repositories listed
• Causal Deep Reinforcement Learning Using Observational Data
  28 Nov 2022 0 repositories listed
• Continuous Episodic Control
  28 Nov 2022 0 repositories listed
• Hypernetworks for Zero-shot Transfer in Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Is Conditional Generative Modeling all you need for Decision-Making?
  28 Nov 2022 0 repositories listed
• Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes
  28 Nov 2022 0 repositories listed
• State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Tackling Visual Control via Multi-View Exploration Maximization
  28 Nov 2022 0 repositories listed
• Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization
  27 Nov 2022 0 repositories listed
• Domain Generalization for Robust Model-Based Offline Reinforcement Learning
  27 Nov 2022 0 repositories listed
• Computational Co-Design for Variable Geometry Truss
  26 Nov 2022 0 repositories listed
• An Isolation-Aware Online Virtual Network Embedding via Deep Reinforcement Learning
  25 Nov 2022 0 repositories listed
• Operator Splitting Value Iteration
  25 Nov 2022 0 repositories listed
• Improving Proactive Dialog Agents Using Socially-Aware Reinforcement Learning
  25 Nov 2022 0 repositories listed
• SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration
  24 Nov 2022 0 repositories listed
• Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning
  24 Nov 2022 0 repositories listed
• Introspection-based Explainable Reinforcement Learning in Episodic and Non-episodic Scenarios
  23 Nov 2022 0 repositories listed
• Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning
  23 Nov 2022 0 repositories listed
• On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation
  23 Nov 2022 0 repositories listed
• Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
  23 Nov 2022 0 repositories listed
• Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning
  23 Nov 2022 0 repositories listed
• Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model
  23 Nov 2022 0 repositories listed
• Reinforcement learning for traffic signal control in hybrid action space
  23 Nov 2022 0 repositories listed
• Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning
  23 Nov 2022 0 repositories listed
• A Deep Reinforcement Learning Approach to Rare Event Estimation
  22 Nov 2022 0 repositories listed
• A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization
  22 Nov 2022 0 repositories listed
• GitFL: Adaptive Asynchronous Federated Learning using Version Control
  22 Nov 2022 0 repositories listed
• Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning
  22 Nov 2022 0 repositories listed
• Safe Control and Learning Using the Generalized Action Governor
  22 Nov 2022 0 repositories listed
• The impact of moving expenses on social segregation: a simulation with RL and ABM
  22 Nov 2022 0 repositories listed
• Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training
  21 Nov 2022 0 repositories listed
• Data-Driven Offline Decision-Making via Invariant Representation Learning
  21 Nov 2022 0 repositories listed
• HARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks
  21 Nov 2022 0 repositories listed
• Improving Multimodal Interactive Agents with Reinforcement Learning from Human Feedback
  21 Nov 2022 0 repositories listed
• Improving TD3-BC: Relaxed Policy Constraint for Offline Learning and Stable Online Fine-Tuning
  21 Nov 2022 0 repositories listed
• Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning
  21 Nov 2022 0 repositories listed
• Model-based Trajectory Stitching for Improved Offline Reinforcement Learning
  21 Nov 2022 0 repositories listed
• PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control
  21 Nov 2022 0 repositories listed
• Simultaneously Updating All Persistence Values in Reinforcement Learning
  21 Nov 2022 0 repositories listed
• Efficient Representations of Object Geometry for Reinforcement Learning of Interactive Grasping Policies
  20 Nov 2022 0 repositories listed
• Real-time Local Feature with Global Visual Information Enhancement
  20 Nov 2022 0 repositories listed
• Safe Reinforcement Learning using Data-Driven Predictive Control
  20 Nov 2022 0 repositories listed
• Structure-Enhanced Deep Reinforcement Learning for Optimal Transmission Scheduling
  20 Nov 2022 0 repositories listed
• Evaluating the Perceived Safety of Urban City via Maximum Entropy Deep Inverse Reinforcement Learning
  19 Nov 2022 0 repositories listed
• Non-stationary Risk-sensitive Reinforcement Learning: Near-optimal Dynamic Regret, Adaptive Detection, and Separation Design
  19 Nov 2022 0 repositories listed
• Analysis of Reinforcement Learning Schemes for Trajectory Optimization of an Aerial Radio Unit
  18 Nov 2022 0 repositories listed
• Credit-cognisant reinforcement learning for multi-agent cooperation
  18 Nov 2022 0 repositories listed
• A Reinforcement Learning Approach for Process Parameter Optimization in Additive Manufacturing
  17 Nov 2022 0 repositories listed
• AlphaSnake: Policy Iteration on a Nondeterministic NP-hard Markov Decision Process
  17 Nov 2022 0 repositories listed
• DexPoint: Generalizable Point Cloud Reinforcement Learning for Sim-to-Real Dexterous Manipulation
  17 Nov 2022 0 repositories listed
• Learning to Communicate with Intent: An Introduction
  17 Nov 2022 0 repositories listed
• Planning Irregular Object Packing via Hierarchical Reinforcement Learning
  17 Nov 2022 0 repositories listed
• Solar Power driven EV Charging Optimization with Deep Reinforcement Learning
  17 Nov 2022 0 repositories listed