Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 54

Deep Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 5,822 · with a code link: 1,739 · where Syntology ran a sample: 398 (340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (398 of 5,822 tagged: 340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument)

Page 54 of 59: papers 5,301 to 5,400 of 5,822, 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.

• Rating Continuous Actions in Spatial Multi-Agent Problems
  1 May 2019 0 repositories listed
• Towards Consistent Performance on Atari using Expert Demonstrations
  1 May 2019 0 repositories listed
• A Deep Q-Learning Method for Downlink Power Allocation in Multi-Cell Networks
  30 Apr 2019 0 repositories listed
• Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning
  30 Apr 2019 0 repositories listed
• Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning
  28 Apr 2019 0 repositories listed
• Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks
  25 Apr 2019 0 repositories listed
• Ray Interference: a Source of Plateaus in Deep Reinforcement Learning
  25 Apr 2019 0 repositories listed
• Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning
  24 Apr 2019 0 repositories listed
• Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning
  24 Apr 2019 0 repositories listed
• How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning
  24 Apr 2019 0 repositories listed
• Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning
  23 Apr 2019 0 repositories listed
• Teaching on a Budget in Multi-Agent Deep Reinforcement Learning
  19 Apr 2019 0 repositories listed
• Multi-Objective Autonomous Braking System using Naturalistic Dataset
  15 Apr 2019 0 repositories listed
• Saliency Prediction on Omnidirectional Images with Generative Adversarial Imitation Learning
  15 Apr 2019 0 repositories listed
• Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation
  14 Apr 2019 0 repositories listed
• Effective Scheduling Function Design in SDN through Deep Reinforcement Learning
  12 Apr 2019 0 repositories listed
• Safer Deep RL with Shallow MCTS: A Case Study in Pommerman
  10 Apr 2019 0 repositories listed
• Creating Pro-Level AI for a Real-Time Fighting Game Using Deep Reinforcement Learning
  8 Apr 2019 0 repositories listed
• "Jam Me If You Can'': Defeating Jammer with Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications
  8 Apr 2019 0 repositories listed
• Structured agents for physical construction
  5 Apr 2019 0 repositories listed
• Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography
  4 Apr 2019 0 repositories listed
• Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents
  2 Apr 2019 0 repositories listed
• Personalized Cancer Chemotherapy Schedule: a numerical comparison of performance and robustness in model-based and model-free scheduling methodologies
  2 Apr 2019 0 repositories listed
• Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach
  1 Apr 2019 0 repositories listed
• Cooperative Multi-Agent Reinforcement Learning Framework for Scalping Trading
  31 Mar 2019 0 repositories listed
• Risk Averse Robust Adversarial Reinforcement Learning
  31 Mar 2019 0 repositories listed
• Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints
  30 Mar 2019 0 repositories listed
• Autonomous Highway Driving using Deep Reinforcement Learning
  29 Mar 2019 0 repositories listed
• Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance
  27 Mar 2019 0 repositories listed
• Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring
  26 Mar 2019 0 repositories listed
• Winning Isn't Everything: Enhancing Game Development with Intelligent Agents
  25 Mar 2019 0 repositories listed
• Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation
  19 Mar 2019 0 repositories listed
• Deep Reinforcement Learning with Decorrelation
  18 Mar 2019 0 repositories listed
• Robust Reinforcement Learning for Autonomous Driving
  16 Mar 2019 0 repositories listed
• Online Antenna Tuning in Heterogeneous Cellular Networks with Deep Reinforcement Learning
  15 Mar 2019 0 repositories listed
• Task-oriented Design through Deep Reinforcement Learning
  13 Mar 2019 0 repositories listed
• Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces
  12 Mar 2019 0 repositories listed
• Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image
  10 Mar 2019 0 repositories listed
• DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning
  9 Mar 2019 0 repositories listed
• A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation
  8 Mar 2019 0 repositories listed
• Safety-Guided Deep Reinforcement Learning via Online Gaussian Process Estimation
  6 Mar 2019 0 repositories listed
• Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning
  6 Mar 2019 0 repositories listed
• Online Data Poisoning Attack
  5 Mar 2019 0 repositories listed
• Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Deep Reinforcement Learning
  5 Mar 2019 0 repositories listed
• Microscopic Traffic Simulation by Cooperative Multi-agent Deep Reinforcement Learning
  4 Mar 2019 0 repositories listed
• OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras
  2 Mar 2019 0 repositories listed
• Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks
  27 Feb 2019 0 repositories listed
• Neural Packet Classification
  27 Feb 2019 0 repositories listed
• Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?
  26 Feb 2019 0 repositories listed
• Coloring Big Graphs with AlphaGoZero
  26 Feb 2019 0 repositories listed
• Learning Multi-agent Communication under Limited-bandwidth Restriction for Internet Packet Routing
  26 Feb 2019 0 repositories listed
• Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference
  25 Feb 2019 0 repositories listed
• Learning Deterministic Policy with Target for Power Control in Wireless Networks
  21 Feb 2019 0 repositories listed
• Investigating Generalisation in Continuous Deep Reinforcement Learning
  19 Feb 2019 0 repositories listed
• Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning
  18 Feb 2019 0 repositories listed
• Autonomous Airline Revenue Management: A Deep Reinforcement Learning Approach to Seat Inventory Control and Overbooking
  18 Feb 2019 0 repositories listed
• Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning
  16 Feb 2019 0 repositories listed
• AutoQ: Automated Kernel-Wise Neural Network Quantization
  15 Feb 2019 0 repositories listed
• Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic
  15 Feb 2019 0 repositories listed
• Network Offloading Policies for Cloud Robotics: a Learning-based Approach
  15 Feb 2019 0 repositories listed
• Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning
  14 Feb 2019 0 repositories listed
• Off-Policy Actor-Critic in an Ensemble: Achieving Maximum General Entropy and Effective Environment Exploration in Deep Reinforcement Learning
  14 Feb 2019 0 repositories listed
• Deep Reinforcement Learning from Policy-Dependent Human Feedback
  12 Feb 2019 0 repositories listed
• Latent Space Reinforcement Learning for Steering Angle Prediction
  11 Feb 2019 0 repositories listed
• WiseMove: A Framework for Safe Deep Reinforcement Learning for Autonomous Driving
  11 Feb 2019 0 repositories listed
• A Bandit Framework for Optimal Selection of Reinforcement Learning Agents
  10 Feb 2019 0 repositories listed
• Metaoptimization on a Distributed System for Deep Reinforcement Learning
  7 Feb 2019 0 repositories listed
• Visual search and recognition for robot task execution and monitoring
  7 Feb 2019 0 repositories listed
• Distilling Policy Distillation
  6 Feb 2019 0 repositories listed
• Adaptive Stress Testing for Autonomous Vehicles
  5 Feb 2019 0 repositories listed
• Learning to Learn in Simulation
  5 Feb 2019 0 repositories listed
• Embodied Multimodal Multitask Learning
  4 Feb 2019 0 repositories listed
• Joint Entity Linking with Deep Reinforcement Learning
  1 Feb 2019 0 repositories listed
• Visual Rationalizations in Deep Reinforcement Learning for Atari Games
  1 Feb 2019 0 repositories listed
• A Theory of Regularized Markov Decision Processes
  31 Jan 2019 0 repositories listed
• Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
  30 Jan 2019 0 repositories listed
• Designing a Multi-Objective Reward Function for Creating Teams of Robotic Bodyguards Using Deep Reinforcement Learning
  28 Jan 2019 0 repositories listed
• Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift
  27 Jan 2019 0 repositories listed
• Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization
  25 Jan 2019 0 repositories listed
• Federated Deep Reinforcement Learning
  24 Jan 2019 0 repositories listed
• Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow
  24 Jan 2019 0 repositories listed
• Distillation Strategies for Proximal Policy Optimization
  23 Jan 2019 0 repositories listed
• Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning
  22 Jan 2019 0 repositories listed
• Learning retrosynthetic planning through self-play
  19 Jan 2019 0 repositories listed
• Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents
  16 Jan 2019 0 repositories listed
• Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
  15 Jan 2019 0 repositories listed
• A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting
  10 Jan 2019 0 repositories listed
• Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning
  8 Jan 2019 0 repositories listed
• A* Tree Search for Portfolio Management
  7 Jan 2019 0 repositories listed
• Exploring applications of deep reinforcement learning for real-world autonomous driving systems
  6 Jan 2019 0 repositories listed
• Recurrent Control Nets for Deep Reinforcement Learning
  6 Jan 2019 0 repositories listed
• What Should I Do Now? Marrying Reinforcement Learning and Symbolic Planning
  6 Jan 2019 0 repositories listed
• Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning
  3 Jan 2019 0 repositories listed
• A Theoretical Analysis of Deep Q-Learning
  1 Jan 2019 0 repositories listed
• Complementary reinforcement learning towards explainable agents
  1 Jan 2019 0 repositories listed
• Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications
  31 Dec 2018 0 repositories listed
• Dynamic Planning Networks
  28 Dec 2018 0 repositories listed
• Dealing with Limited Backhaul Capacity in Millimeter Wave Systems: A Deep Reinforcement Learning Approach
  27 Dec 2018 0 repositories listed
• Quantum Adiabatic Algorithm Design using Reinforcement Learning
  27 Dec 2018 0 repositories listed
• A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System
  26 Dec 2018 0 repositories listed