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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 110 of 132: papers 10,901 to 11,000 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.

• From semantics to execution: Integrating action planning with reinforcement learning for robotic causal problem-solving
  23 May 2019 0 repositories listed
• PAC Guarantees for Cooperative Multi-Agent Reinforcement Learning with Restricted Communication
  23 May 2019 0 repositories listed
• Population-based Global Optimisation Methods for Learning Long-term Dependencies with RNNs
  23 May 2019 0 repositories listed
• Recurrent Value Functions
  23 May 2019 0 repositories listed
• Robust guarantees for learning an autoregressive filter
  23 May 2019 0 repositories listed
• Optimal Passenger-Seeking Policies on E-hailing Platforms Using Markov Decision Process and Imitation Learning
  23 May 2019 0 repositories listed
• Deep Reinforcement Learning for Detecting Malicious Websites
  22 May 2019 0 repositories listed
• Hierarchical Reinforcement Learning for Quadruped Locomotion
  22 May 2019 0 repositories listed
• Stochastic Inverse Reinforcement Learning
  21 May 2019 0 repositories listed
• A Bayesian Approach to Robust Reinforcement Learning
  20 May 2019 0 repositories listed
• Issues concerning realizability of Blackwell optimal policies in reinforcement learning
  20 May 2019 0 repositories listed
• Perceptual Values from Observation
  20 May 2019 0 repositories listed
• Reinforcement Learning without Ground-Truth State
  20 May 2019 0 repositories listed
• Stochastic Variance Reduction for Deep Q-learning
  20 May 2019 0 repositories listed
• Reinforcement Learning for Learning of Dynamical Systems in Uncertain Environment: a Tutorial
  19 May 2019 0 repositories listed
• Evolving Rewards to Automate Reinforcement Learning
  18 May 2019 0 repositories listed
• Alpha MAML: Adaptive Model-Agnostic Meta-Learning
  17 May 2019 0 repositories listed
• Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks
  17 May 2019 0 repositories listed
• Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning
  17 May 2019 0 repositories listed
• MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning
  17 May 2019 0 repositories listed
• REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning
  17 May 2019 0 repositories listed
• Stochastically Dominant Distributional Reinforcement Learning
  17 May 2019 0 repositories listed
• Stratospheric Aerosol Injection as a Deep Reinforcement Learning Problem
  17 May 2019 0 repositories listed
• TBQ(σ): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning
  17 May 2019 0 repositories listed
• Knowledge-Based Sequential Decision-Making Under Uncertainty
  16 May 2019 0 repositories listed
• Learning Exploration Policies for Model-Agnostic Meta-Reinforcement Learning
  16 May 2019 0 repositories listed
• Meta-Reinforcement Learning for Adaptive Autonomous Driving
  16 May 2019 0 repositories listed
• Sub-policy Adaptation for Hierarchical Reinforcement Learning
  16 May 2019 0 repositories listed
• A Learning based Branch and Bound for Maximum Common Subgraph Problems
  15 May 2019 0 repositories listed
• Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment
  15 May 2019 0 repositories listed
• Autonomous Penetration Testing using Reinforcement Learning
  15 May 2019 0 repositories listed
• Deep reinforcement learning for scheduling in large-scale networked control systems
  15 May 2019 0 repositories listed
• Deep Reinforcement Learning for Scheduling in Cellular Networks
  15 May 2019 0 repositories listed
• Exploration-Exploitation Trade-off in Reinforcement Learning on Online Markov Decision Processes with Global Concave Rewards
  15 May 2019 0 repositories listed
• Learning Active Spine Behaviors for Dynamic and Efficient Locomotion in Quadruped Robots
  15 May 2019 0 repositories listed
• Reinforcement Learning for Robotics and Control with Active Uncertainty Reduction
  15 May 2019 0 repositories listed
• Synthesis of Provably Correct Autonomy Protocols for Shared Control
  15 May 2019 0 repositories listed
• Combining Parametric and Nonparametric Models for Off-Policy Evaluation
  14 May 2019 0 repositories listed
• TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture
  14 May 2019 0 repositories listed
• Variational Regret Bounds for Reinforcement Learning
  14 May 2019 0 repositories listed
• Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks
  13 May 2019 0 repositories listed
• Distributional Reinforcement Learning for Efficient Exploration
  13 May 2019 0 repositories listed
• Learning and Exploiting Multiple Subgoals for Fast Exploration in Hierarchical Reinforcement Learning
  13 May 2019 0 repositories listed
• Learning Novel Policies For Tasks
  13 May 2019 0 repositories listed
• Diagnosing Reinforcement Learning for Traffic Signal Control
  12 May 2019 0 repositories listed
• Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations
  12 May 2019 0 repositories listed
• Graph Attention Memory for Visual Navigation
  11 May 2019 0 repositories listed
• Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework
  11 May 2019 0 repositories listed
• Attention-based Deep Reinforcement Learning for Multi-view Environments
  10 May 2019 0 repositories listed
• Design of Artificial Intelligence Agents for Games using Deep Reinforcement Learning
  10 May 2019 0 repositories listed
• Do Autonomous Agents Benefit from Hearing?
  10 May 2019 0 repositories listed
• Domain Adversarial Reinforcement Learning for Partial Domain Adaptation
  10 May 2019 0 repositories listed
• Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning
  10 May 2019 0 repositories listed
• GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing
  10 May 2019 0 repositories listed
• On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes
  10 May 2019 0 repositories listed
• Reinforcement Learning in Non-Stationary Environments
  10 May 2019 0 repositories listed
• Testing Scenario Library Generation for Connected and Automated Vehicles, Part II: Case Studies
  9 May 2019 0 repositories listed
• Path Design for Cellular-Connected UAV with Reinforcement Learning
  9 May 2019 0 repositories listed
• Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning
  9 May 2019 0 repositories listed
• Pretrain Soft Q-Learning with Imperfect Demonstrations
  9 May 2019 0 repositories listed
• Mitigating Deep Learning Vulnerabilities from Adversarial Examples Attack in the Cybersecurity Domain
  9 May 2019 0 repositories listed
• A Reinforcement Learning Perspective on the Optimal Control of Mutation Probabilities for the (1+1) Evolutionary Algorithm: First Results on the OneMax Problem
  9 May 2019 0 repositories listed
• Smoothing Policies and Safe Policy Gradients
  8 May 2019 0 repositories listed
• Longitudinal Dynamic versus Kinematic Models for Car-Following Control Using Deep Reinforcement Learning
  7 May 2019 0 repositories listed
• A Complementary Learning Systems Approach to Temporal Difference Learning
  7 May 2019 0 repositories listed
• Accelerated Target Updates for Q-learning
  7 May 2019 0 repositories listed
• Continual and Multi-task Reinforcement Learning With Shared Episodic Memory
  7 May 2019 0 repositories listed
• Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS
  7 May 2019 0 repositories listed
• Object Exchangeability in Reinforcement Learning: Extended Abstract
  7 May 2019 0 repositories listed
• Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs
  7 May 2019 0 repositories listed
• Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving
  6 May 2019 0 repositories listed
• DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
  6 May 2019 0 repositories listed
• Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning
  5 May 2019 0 repositories listed
• A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications
  4 May 2019 0 repositories listed
• A Survey on Neural Architecture Search
  4 May 2019 0 repositories listed
• Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning
  4 May 2019 0 repositories listed
• Hierarchical Policy Learning is Sensitive to Goal Space Design
  4 May 2019 0 repositories listed
• Meta-learners' learning dynamics are unlike learners'
  3 May 2019 0 repositories listed
• A tutorial on recursive models for analyzing and predicting path choice behavior
  2 May 2019 0 repositories listed
• Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning
  2 May 2019 0 repositories listed
• Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach
  2 May 2019 0 repositories listed
• Behavior Planning of Autonomous Cars with Social Perception
  2 May 2019 0 repositories listed
• A Guider Network for Multi-Dual Learning
  1 May 2019 0 repositories listed
• A new dog learns old tricks: RL finds classic optimization algorithms
  1 May 2019 0 repositories listed
• ACTRCE: Augmenting Experience via Teacher’s Advice
  1 May 2019 0 repositories listed
• AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking
  1 May 2019 0 repositories listed
• Adversarial Exploration Strategy for Self-Supervised Imitation Learning
  1 May 2019 0 repositories listed
• Automata Guided Skill Composition
  1 May 2019 0 repositories listed
• Backplay: 'Man muss immer umkehren'
  1 May 2019 0 repositories listed
• Beyond Games: Bringing Exploration to Robots in Real-world
  1 May 2019 0 repositories listed
• CEM-RL: Combining evolutionary and gradient-based methods for policy search
  1 May 2019 0 repositories listed
• Cross-Task Knowledge Transfer for Visually-Grounded Navigation
  1 May 2019 0 repositories listed
• Deep reinforcement learning with relational inductive biases
  1 May 2019 0 repositories listed
• Driving with Style: Inverse Reinforcement Learning in General-Purpose Planning for Automated Driving
  1 May 2019 0 repositories listed
• Explicit Recall for Efficient Exploration
  1 May 2019 0 repositories listed
• Few-Shot Intent Inference via Meta-Inverse Reinforcement Learning
  1 May 2019 0 repositories listed
• Guided Evolutionary Strategies: Escaping the curse of dimensionality in random search
  1 May 2019 0 repositories listed
• Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning
  1 May 2019 0 repositories listed
• Inferring Reward Functions from Demonstrators with Unknown Biases
  1 May 2019 0 repositories listed
• Information-Theoretic Considerations in Batch Reinforcement Learning
  1 May 2019 0 repositories listed