Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 58

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 58 of 59: papers 5,701 to 5,800 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.

• Learning Unmanned Aerial Vehicle Control for Autonomous Target Following
  24 Sep 2017 0 repositories listed
• OptLayer - Practical Constrained Optimization for Deep Reinforcement Learning in the Real World
  22 Sep 2017 0 repositories listed
• Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning
  21 Sep 2017 0 repositories listed
• A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
  20 Sep 2017 0 repositories listed
• Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks
  20 Sep 2017 0 repositories listed
• Iterative Policy Learning in End-to-End Trainable Task-Oriented Neural Dialog Models
  18 Sep 2017 0 repositories listed
• Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning
  15 Sep 2017 0 repositories listed
• Shared Learning : Enhancing Reinforcement in Q-Ensembles
  14 Sep 2017 0 repositories listed
• Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest
  14 Sep 2017 0 repositories listed
• A Study of AI Population Dynamics with Million-agent Reinforcement Learning
  13 Sep 2017 0 repositories listed
• Deep Reinforcement Learning with Surrogate Agent-Environment Interface
  12 Sep 2017 0 repositories listed
• Explore, Exploit or Listen: Combining Human Feedback and Policy Model to Speed up Deep Reinforcement Learning in 3D Worlds
  12 Sep 2017 0 repositories listed
• Pre-training Neural Networks with Human Demonstrations for Deep Reinforcement Learning
  12 Sep 2017 0 repositories listed
• Autonomous Quadrotor Landing using Deep Reinforcement Learning
  11 Sep 2017 0 repositories listed
• A Deep Reinforcement Learning Chatbot
  7 Sep 2017 0 repositories listed
• Formulation of Deep Reinforcement Learning Architecture Toward Autonomous Driving for On-Ramp Merge
  7 Sep 2017 0 repositories listed
• BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning
  5 Sep 2017 0 repositories listed
• BIBI System Description: Building with CNNs and Breaking with Deep Reinforcement Learning
  1 Sep 2017 0 repositories listed
• Reinforcement Mechanism Design for e-commerce
  25 Aug 2017 0 repositories listed
• Fake News in Social Networks
  21 Aug 2017 0 repositories listed
• A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems
  20 Aug 2017 0 repositories listed
• Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method
  20 Aug 2017 0 repositories listed
• A Brief Survey of Deep Reinforcement Learning
  19 Aug 2017 0 repositories listed
• LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions
  18 Aug 2017 0 repositories listed
• Deep Reinforcement Learning for High Precision Assembly Tasks
  14 Aug 2017 0 repositories listed
• A Machine Learning Approach to Routing
  10 Aug 2017 0 repositories listed
• Attention-Aware Face Hallucination via Deep Reinforcement Learning
  10 Aug 2017 0 repositories listed
• An Information-Theoretic Optimality Principle for Deep Reinforcement Learning
  6 Aug 2017 0 repositories listed
• Deep Reinforcement Learning for Inquiry Dialog Policies with Logical Formula Embeddings
  2 Aug 2017 0 repositories listed
• Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution
  1 Aug 2017 0 repositories listed
• Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning
  26 Jul 2017 0 repositories listed
• 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds
  21 Jul 2017 0 repositories listed
• On-line Building Energy Optimization using Deep Reinforcement Learning
  18 Jul 2017 0 repositories listed
• Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning
  17 Jul 2017 0 repositories listed
• Distral: Robust Multitask Reinforcement Learning
  13 Jul 2017 0 repositories listed
• Learning Macromanagement in StarCraft from Replays using Deep Learning
  12 Jul 2017 0 repositories listed
• Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement
  10 Jul 2017 0 repositories listed
• Deep Reinforcement Learning Attention Selection for Person Re-Identification
  10 Jul 2017 0 repositories listed
• Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning
  3 Jul 2017 0 repositories listed
• Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
  1 Jul 2017 0 repositories listed
• Structure Learning in Motor Control:A Deep Reinforcement Learning Model
  21 Jun 2017 0 repositories listed
• UCB Exploration via Q-Ensembles
  5 Jun 2017 0 repositories listed
• Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning
  1 Jun 2017 0 repositories listed
• Reinforcement Learning for Learning Rate Control
  31 May 2017 0 repositories listed
• End-to-end Active Object Tracking via Reinforcement Learning
  30 May 2017 0 repositories listed
• Fine-grained acceleration control for autonomous intersection management using deep reinforcement learning
  30 May 2017 0 repositories listed
• Cross-Domain Perceptual Reward Functions
  25 May 2017 0 repositories listed
• State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning
  24 May 2017 0 repositories listed
• Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
  23 May 2017 0 repositories listed
• Enhanced Experience Replay Generation for Efficient Reinforcement Learning
  23 May 2017 0 repositories listed
• Learning to Mix n-Step Returns: Generalizing lambda-Returns for Deep Reinforcement Learning
  21 May 2017 0 repositories listed
• Shallow Updates for Deep Reinforcement Learning
  21 May 2017 0 repositories listed
• Learning to Factor Policies and Action-Value Functions: Factored Action Space Representations for Deep Reinforcement learning
  20 May 2017 0 repositories listed
• Atari games and Intel processors
  19 May 2017 0 repositories listed
• Delving into adversarial attacks on deep policies
  18 May 2017 0 repositories listed
• Analyzing Knowledge Transfer in Deep Q-Networks for Autonomously Handling Multiple Intersections
  2 May 2017 0 repositories listed
• Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning
  2 May 2017 0 repositories listed
• Deep Reinforcement Learning-based Image Captioning with Embedding Reward
  12 Apr 2017 0 repositories listed
• Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
  10 Apr 2017 0 repositories listed
• Data-efficient Deep Reinforcement Learning for Dexterous Manipulation
  10 Apr 2017 0 repositories listed
• Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents
  1 Apr 2017 0 repositories listed
• An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning
  22 Mar 2017 0 repositories listed
• A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning
  13 Mar 2017 0 repositories listed
• Sensor Fusion for Robot Control through Deep Reinforcement Learning
  13 Mar 2017 0 repositories listed
• Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals
  11 Mar 2017 0 repositories listed
• Tactics of Adversarial Attack on Deep Reinforcement Learning Agents
  8 Mar 2017 0 repositories listed
• Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning
  6 Mar 2017 0 repositories listed
• Learning What Data to Learn
  28 Feb 2017 0 repositories listed
• Learning Control for Air Hockey Striking using Deep Reinforcement Learning
  26 Feb 2017 0 repositories listed
• Online Meta-learning by Parallel Algorithm Competition
  24 Feb 2017 0 repositories listed
• Robot gains Social Intelligence through Multimodal Deep Reinforcement Learning
  24 Feb 2017 0 repositories listed
• Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning
  20 Feb 2017 0 repositories listed
• Collaborative Deep Reinforcement Learning for Joint Object Search
  18 Feb 2017 0 repositories listed
• Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning
  10 Feb 2017 0 repositories listed
• Deep Reinforcement Learning for Robotic Manipulation-The state of the art
  31 Jan 2017 0 repositories listed
• Deep Reinforcement Learning for Visual Object Tracking in Videos
  31 Jan 2017 0 repositories listed
• Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning
  30 Jan 2017 0 repositories listed
• Non-Deterministic Policy Improvement Stabilizes Approximated Reinforcement Learning
  22 Dec 2016 0 repositories listed
• Sample-efficient Deep Reinforcement Learning for Dialog Control
  18 Dec 2016 0 repositories listed
• Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments
  16 Dec 2016 0 repositories listed
• End-to-End Deep Reinforcement Learning for Lane Keeping Assist
  13 Dec 2016 0 repositories listed
• Generalizing Skills with Semi-Supervised Reinforcement Learning
  1 Dec 2016 0 repositories listed
• Linear Feature Encoding for Reinforcement Learning
  1 Dec 2016 0 repositories listed
• Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning
  7 Nov 2016 0 repositories listed
• Learning to Perform Physics Experiments via Deep Reinforcement Learning
  6 Nov 2016 0 repositories listed
• Multi-task learning with deep model based reinforcement learning
  4 Nov 2016 0 repositories listed
• Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear
  3 Nov 2016 0 repositories listed
• Learning Locomotion Skills Using DeepRL: Does the Choice of Action Space Matter?
  3 Nov 2016 0 repositories listed
• Using a Deep Reinforcement Learning Agent for Traffic Signal Control
  3 Nov 2016 0 repositories listed
• Learning Runtime Parameters in Computer Systems with Delayed Experience Injection
  31 Oct 2016 0 repositories listed
• Modular Deep Q Networks for Sim-to-real Transfer of Visuo-motor Policies
  21 Oct 2016 0 repositories listed
• Utilization of Deep Reinforcement Learning for saccadic-based object visual search
  20 Oct 2016 0 repositories listed
• Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data
  18 Oct 2016 0 repositories listed
• Sim-to-Real Robot Learning from Pixels with Progressive Nets
  13 Oct 2016 0 repositories listed
• Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving
  11 Oct 2016 0 repositories listed
• Deep Reinforcement Learning From Raw Pixels in Doom
  7 Oct 2016 0 repositories listed
• Towards Cognitive Exploration through Deep Reinforcement Learning for Mobile Robots
  6 Oct 2016 0 repositories listed
• Reset-Free Guided Policy Search: Efficient Deep Reinforcement Learning with Stochastic Initial States
  4 Oct 2016 0 repositories listed
• Deep Reinforcement Learning for Robotic Manipulation with Asynchronous Off-Policy Updates
  3 Oct 2016 0 repositories listed
• Deep Reinforcement Learning for Tensegrity Robot Locomotion
  28 Sep 2016 0 repositories listed