Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 95

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 95 of 152: papers 9,401 to 9,500 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.

• Spatially and Seamlessly Hierarchical Reinforcement Learning for State Space and Policy space in Autonomous Driving
  10 Nov 2021 0 repositories listed
• Dealing with the Unknown: Pessimistic Offline Reinforcement Learning
  9 Nov 2021 0 repositories listed
• HARPO: Learning to Subvert Online Behavioral Advertising
  9 Nov 2021 0 repositories listed
• Risk Sensitive Model-Based Reinforcement Learning using Uncertainty Guided Planning
  9 Nov 2021 0 repositories listed
• Batch Reinforcement Learning from Crowds
  8 Nov 2021 0 repositories listed
• Dueling RL: Reinforcement Learning with Trajectory Preferences
  8 Nov 2021 0 repositories listed
• Interactive Inverse Reinforcement Learning for Cooperative Games
  8 Nov 2021 0 repositories listed
• On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods
  8 Nov 2021 0 repositories listed
• Automatic Goal Generation using Dynamical Distance Learning
  7 Nov 2021 0 repositories listed
• Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach
  7 Nov 2021 0 repositories listed
• FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance
  7 Nov 2021 0 repositories listed
• FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance
  7 Nov 2021 0 repositories listed
• Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning
  7 Nov 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Composing Moving IoT Services
  6 Nov 2021 0 repositories listed
• AI-based Radio Resource Management and Trajectory Design for PD-NOMA Communication in IRS-UAV Assisted Networks
  6 Nov 2021 0 repositories listed
• Development of collective behavior in newborn artificial agents
  6 Nov 2021 0 repositories listed
• Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning
  6 Nov 2021 0 repositories listed
• An Algorithmic Theory of Metacognition in Minds and Machines
  5 Nov 2021 0 repositories listed
• Improving RNA Secondary Structure Design using Deep Reinforcement Learning
  5 Nov 2021 0 repositories listed
• Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning
  5 Nov 2021 0 repositories listed
• Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space
  5 Nov 2021 0 repositories listed
• Supervised Advantage Actor-Critic for Recommender Systems
  5 Nov 2021 0 repositories listed
• Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles
  4 Nov 2021 0 repositories listed
• Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning
  4 Nov 2021 0 repositories listed
• Control of a fly-mimicking flyer in complex flow using deep reinforcement learning
  4 Nov 2021 0 repositories listed
• Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning
  4 Nov 2021 0 repositories listed
• Imagine Networks
  4 Nov 2021 0 repositories listed
• Model-Free Risk-Sensitive Reinforcement Learning
  4 Nov 2021 0 repositories listed
• Successor Feature Neural Episodic Control
  4 Nov 2021 0 repositories listed
• Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel
  4 Nov 2021 0 repositories listed
• Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning
  4 Nov 2021 0 repositories listed
• AlphaD3M: Machine Learning Pipeline Synthesis
  3 Nov 2021 0 repositories listed
• Autonomous Attack Mitigation for Industrial Control Systems
  3 Nov 2021 0 repositories listed
• Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework
  3 Nov 2021 0 repositories listed
• Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies
  3 Nov 2021 0 repositories listed
• Model-Based Episodic Memory Induces Dynamic Hybrid Controls
  3 Nov 2021 0 repositories listed
• Online Service Provisioning in NFV-enabled Networks Using Deep Reinforcement Learning
  3 Nov 2021 0 repositories listed
• Smooth Imitation Learning via Smooth Costs and Smooth Policies
  3 Nov 2021 0 repositories listed
• Tuning the Weights: The Impact of Initial Matrix Configurations on Successor Features Learning Efficacy
  3 Nov 2021 0 repositories listed
• What Robot do I Need? Fast Co-Adaptation of Morphology and Control using Graph Neural Networks
  3 Nov 2021 0 repositories listed
• Integrating Pretrained Language Model for Dialogue Policy Learning
  2 Nov 2021 0 repositories listed
• Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics
  2 Nov 2021 0 repositories listed
• OnSlicing: Online End-to-End Network Slicing with Reinforcement Learning
  2 Nov 2021 0 repositories listed
• Robust Dynamic Bus Control: A Distributional Multi-agent Reinforcement Learning Approach
  2 Nov 2021 0 repositories listed
• A Collaborative Multi-agent Reinforcement Learning Framework for Dialog Action Decomposition
  1 Nov 2021 0 repositories listed
• A Generative Framework for Simultaneous Machine Translation
  1 Nov 2021 0 repositories listed
• Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure
  1 Nov 2021 0 repositories listed
• Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding
  1 Nov 2021 0 repositories listed
• Investigation of Independent Reinforcement Learning Algorithms in Multi-Agent Environments
  1 Nov 2021 0 repositories listed
• Learning Task Sampling Policy for Multitask Learning
  1 Nov 2021 0 repositories listed
• Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration
  1 Nov 2021 0 repositories listed
• Machine Learning aided Crop Yield Optimization
  1 Nov 2021 0 repositories listed
• Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization
  1 Nov 2021 0 repositories listed
• Settling the Horizon-Dependence of Sample Complexity in Reinforcement Learning
  1 Nov 2021 0 repositories listed
• An Actor-Critic Method for Simulation-Based Optimization
  31 Oct 2021 0 repositories listed
• Decentralized Multi-Agent Reinforcement Learning: An Off-Policy Method
  31 Oct 2021 0 repositories listed
• A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles
  30 Oct 2021 0 repositories listed
• Adjacency constraint for efficient hierarchical reinforcement learning
  30 Oct 2021 0 repositories listed
• Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings
  30 Oct 2021 0 repositories listed
• Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner
  30 Oct 2021 0 repositories listed
• Adaptive Discretization in Online Reinforcement Learning
  29 Oct 2021 0 repositories listed
• Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning
  29 Oct 2021 0 repositories listed
• GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL
  29 Oct 2021 0 repositories listed
• Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System
  29 Oct 2021 0 repositories listed
• Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning
  29 Oct 2021 0 repositories listed
• Reinforced Workload Distribution Fairness
  29 Oct 2021 0 repositories listed
• Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives
  28 Oct 2021 0 repositories listed
• An Adaptable Approach to Learn Realistic Legged Locomotion without Examples
  28 Oct 2021 0 repositories listed
• Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning
  28 Oct 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
• D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning
  28 Oct 2021 0 repositories listed
• Extracting Expert's Goals by What-if Interpretable Modeling
  28 Oct 2021 0 repositories listed
• Data Informed Residual Reinforcement Learning for High-Dimensional Robotic Tracking Control
  28 Oct 2021 0 repositories listed
• Open Problem: Tight Online Confidence Intervals for RKHS Elements
  28 Oct 2021 0 repositories listed
• A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning
  27 Oct 2021 0 repositories listed
• A Subgame Perfect Equilibrium Reinforcement Learning Approach to Time-inconsistent Problems
  27 Oct 2021 0 repositories listed
• Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem
  27 Oct 2021 0 repositories listed
• DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention
  27 Oct 2021 0 repositories listed
• Enhancing Reinforcement Learning with discrete interfaces to learn the Dyck Language
  27 Oct 2021 0 repositories listed
• Finite Horizon Q-learning: Stability, Convergence, Simulations and an application on Smart Grids
  27 Oct 2021 0 repositories listed
• APPTeK: Agent-Based Predicate Prediction in Temporal Knowledge Graphs
  27 Oct 2021 0 repositories listed
• Model based Multi-agent Reinforcement Learning with Tensor Decompositions
  27 Oct 2021 0 repositories listed
• Reinforcement Learning in Factored Action Spaces using Tensor Decompositions
  27 Oct 2021 0 repositories listed
• Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection
  27 Oct 2021 0 repositories listed
• The ODE Method for Asymptotic Statistics in Stochastic Approximation and Reinforcement Learning
  27 Oct 2021 0 repositories listed
• Transfer learning with causal counterfactual reasoning in Decision Transformers
  27 Oct 2021 0 repositories listed
• Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling
  26 Oct 2021 0 repositories listed
• Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey
  26 Oct 2021 0 repositories listed
• Automating Control of Overestimation Bias for Reinforcement Learning
  26 Oct 2021 0 repositories listed
• Average-Reward Learning and Planning with Options
  26 Oct 2021 0 repositories listed
• Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control
  26 Oct 2021 0 repositories listed
• EnTRPO: Trust Region Policy Optimization Method with Entropy Regularization
  26 Oct 2021 0 repositories listed
• Fragment-based Sequential Translation for Molecular Optimization
  26 Oct 2021 0 repositories listed
• Neural PPO-Clip Attains Global Optimality: A Hinge Loss Perspective
  26 Oct 2021 0 repositories listed
• Learning Robust Controllers Via Probabilistic Model-Based Policy Search
  26 Oct 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments
  25 Oct 2021 0 repositories listed
• Can Q-Learning be Improved with Advice?
  25 Oct 2021 0 repositories listed
• Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning
  25 Oct 2021 0 repositories listed
• Learning What to Memorize: Using Intrinsic Motivation to Form Useful Memory in Partially Observable Reinforcement Learning
  25 Oct 2021 0 repositories listed
• Operator Shifting for Model-based Policy Evaluation
  25 Oct 2021 0 repositories listed