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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 56 of 59: papers 5,501 to 5,600 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.

• Improving On-policy Learning with Statistical Reward Accumulation
  7 Sep 2018 0 repositories listed
• ANS: Adaptive Network Scaling for Deep Rectifier Reinforcement Learning Models
  6 Sep 2018 0 repositories listed
• Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning
  6 Sep 2018 0 repositories listed
• Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks
  6 Sep 2018 0 repositories listed
• Transferring Deep Reinforcement Learning with Adversarial Objective and Augmentation
  4 Sep 2018 0 repositories listed
• Effective Exploration for Deep Reinforcement Learning via Bootstrapped Q-Ensembles under Tsallis Entropy Regularization
  2 Sep 2018 0 repositories listed
• Natural Language Person Search Using Deep Reinforcement Learning
  2 Sep 2018 0 repositories listed
• Collaborative Deep Reinforcement Learning for Multi-Object Tracking
  1 Sep 2018 0 repositories listed
• Deep Reinforcement Learning with Iterative Shift for Visual Tracking
  1 Sep 2018 0 repositories listed
• Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
  1 Sep 2018 0 repositories listed
• Goal-Oriented Visual Question Generation via Intermediate Rewards
  1 Sep 2018 0 repositories listed
• Part-Activated Deep Reinforcement Learning for Action Prediction
  1 Sep 2018 0 repositories listed
• NavigationNet: A Large-scale Interactive Indoor Navigation Dataset
  25 Aug 2018 0 repositories listed
• Importance mixing: Improving sample reuse in evolutionary policy search methods
  17 Aug 2018 0 repositories listed
• Visual Sensor Network Reconfiguration with Deep Reinforcement Learning
  13 Aug 2018 0 repositories listed
• End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
  10 Aug 2018 0 repositories listed
• A New Concept of Deep Reinforcement Learning based Augmented General Tagging System
  1 Aug 2018 0 repositories listed
• Interpretable Rationale Augmented Charge Prediction System
  1 Aug 2018 0 repositories listed
• Structured Dialogue Policy with Graph Neural Networks
  1 Aug 2018 0 repositories listed
• Active Object Perceiver: Recognition-guided Policy Learning for Object Searching on Mobile Robots
  30 Jul 2018 0 repositories listed
• Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning
  30 Jul 2018 0 repositories listed
• Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration
  30 Jul 2018 0 repositories listed
• Learning to Play Pong using Policy Gradient Learning
  23 Jul 2018 0 repositories listed
• Asynchronous Advantage Actor-Critic Agent for Starcraft II
  22 Jul 2018 0 repositories listed
• NAVREN-RL: Learning to fly in real environment via end-to-end deep reinforcement learning using monocular images
  22 Jul 2018 0 repositories listed
• FuzzerGym: A Competitive Framework for Fuzzing and Learning
  19 Jul 2018 0 repositories listed
• Online Robust Policy Learning in the Presence of Unknown Adversaries
  16 Jul 2018 0 repositories listed
• Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees
  16 Jul 2018 0 repositories listed
• The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach
  12 Jul 2018 0 repositories listed
• Video Summarisation by Classification with Deep Reinforcement Learning
  9 Jul 2018 0 repositories listed
• End-to-End Race Driving with Deep Reinforcement Learning
  6 Jul 2018 0 repositories listed
• Arcades: A deep model for adaptive decision making in voice controlled smart-home
  5 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks
  5 Jul 2018 0 repositories listed
• Human-level performance in first-person multiplayer games with population-based deep reinforcement learning
  3 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for NLP
  1 Jul 2018 0 repositories listed
• Towards Mixed Optimization for Reinforcement Learning with Program Synthesis
  1 Jul 2018 0 repositories listed
• Adversarial Active Exploration for Inverse Dynamics Model Learning
  26 Jun 2018 0 repositories listed
• Deep Reinforcement Learning: An Overview
  23 Jun 2018 0 repositories listed
• Learning-to-Ask: Knowledge Acquisition via 20 Questions
  22 Jun 2018 0 repositories listed
• A New Approach for Resource Scheduling with Deep Reinforcement Learning
  21 Jun 2018 0 repositories listed
• A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
  20 Jun 2018 0 repositories listed
• Learning Policy Representations in Multiagent Systems
  17 Jun 2018 0 repositories listed
• Improving width-based planning with compact policies
  15 Jun 2018 0 repositories listed
• Deep Reinforcement Learning for Dynamic Urban Transportation Problems
  14 Jun 2018 0 repositories listed
• Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning
  12 Jun 2018 0 repositories listed
• Multi-Agent Deep Reinforcement Learning with Human Strategies
  12 Jun 2018 0 repositories listed
• Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents
  8 Jun 2018 0 repositories listed
• Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles
  4 Jun 2018 0 repositories listed
• Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise
  4 Jun 2018 0 repositories listed
• Relational inductive bias for physical construction in humans and machines
  4 Jun 2018 0 repositories listed
• Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems
  3 Jun 2018 0 repositories listed
• DAQN: Deep Auto-encoder and Q-Network
  2 Jun 2018 0 repositories listed
• Efficient Entropy for Policy Gradient with Multidimensional Action Space
  2 Jun 2018 0 repositories listed
• Deep Curiosity Search: Intra-Life Exploration Can Improve Performance on Challenging Deep Reinforcement Learning Problems
  1 Jun 2018 0 repositories listed
• Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition
  1 Jun 2018 0 repositories listed
• GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning
  1 Jun 2018 0 repositories listed
• Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling
  1 Jun 2018 0 repositories listed
• Mining Evidences for Concept Stock Recommendation
  1 Jun 2018 0 repositories listed
• Reinforcement Cutting-Agent Learning for Video Object Segmentation
  1 Jun 2018 0 repositories listed
• Scalable Construction and Reasoning of Massive Knowledge Bases
  1 Jun 2018 0 repositories listed
• SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation
  1 Jun 2018 0 repositories listed
• SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation
  1 Jun 2018 0 repositories listed
• Observe and Look Further: Achieving Consistent Performance on Atari
  29 May 2018 0 repositories listed
• Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation
  26 May 2018 0 repositories listed
• Learning Self-Imitating Diverse Policies
  25 May 2018 0 repositories listed
• Scalable Centralized Deep Multi-Agent Reinforcement Learning via Policy Gradients
  22 May 2018 0 repositories listed
• Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation
  21 May 2018 0 repositories listed
• Deep Reinforcement Learning for Resource Management in Network Slicing
  17 May 2018 0 repositories listed
• Language Expansion In Text-Based Games
  17 May 2018 0 repositories listed
• FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning
  16 May 2018 0 repositories listed
• Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning
  16 May 2018 0 repositories listed
• Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes
  11 May 2018 0 repositories listed
• Deep Reinforcement Learning for Optimal Control of Space Heating
  10 May 2018 0 repositories listed
• Deep Reinforcement Learning for Page-wise Recommendations
  7 May 2018 0 repositories listed
• Exploration by Distributional Reinforcement Learning
  4 May 2018 0 repositories listed
• Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems
  2 May 2018 0 repositories listed
• Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning
  1 May 2018 0 repositories listed
• Deep Reinforcement Learning to Acquire Navigation Skills for Wheel-Legged Robots in Complex Environments
  27 Apr 2018 0 repositories listed
• Sim-to-Real: Learning Agile Locomotion For Quadruped Robots
  27 Apr 2018 0 repositories listed
• Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing
  19 Apr 2018 0 repositories listed
• Learning to Extract Coherent Summary via Deep Reinforcement Learning
  19 Apr 2018 0 repositories listed
• Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment
  17 Apr 2018 0 repositories listed
• On Improving Deep Reinforcement Learning for POMDPs
  17 Apr 2018 0 repositories listed
• Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning
  16 Apr 2018 0 repositories listed
• Multi-modality Sensor Data Classification with Selective Attention
  16 Apr 2018 0 repositories listed
• Robust Dual View Deep Agent
  13 Apr 2018 0 repositories listed
• Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning
  12 Apr 2018 0 repositories listed
• Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations
  12 Apr 2018 0 repositories listed
• Outline Objects using Deep Reinforcement Learning
  10 Apr 2018 0 repositories listed
• Programmatically Interpretable Reinforcement Learning
  6 Apr 2018 0 repositories listed
• A Human Mixed Strategy Approach to Deep Reinforcement Learning
  5 Apr 2018 0 repositories listed
• Information Maximizing Exploration with a Latent Dynamics Model
  4 Apr 2018 0 repositories listed
• EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning
  3 Apr 2018 0 repositories listed
• Curiosity-driven Exploration for Mapless Navigation with Deep Reinforcement Learning
  2 Apr 2018 0 repositories listed
• Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning
  31 Mar 2018 0 repositories listed
• Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft
  22 Mar 2018 0 repositories listed
• Learning State Representations for Query Optimization with Deep Reinforcement Learning
  22 Mar 2018 0 repositories listed
• Natural Gradient Deep Q-learning
  20 Mar 2018 0 repositories listed
• Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning
  20 Mar 2018 0 repositories listed
• Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines
  20 Mar 2018 0 repositories listed