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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 143 of 152: papers 14,201 to 14,300 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.

• Interactive Reinforcement Learning with Dynamic Reuse of Prior Knowledge from Human/Agent's Demonstration
  11 May 2018 0 repositories listed
• Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis
  11 May 2018 0 repositories listed
• Deep Reinforcement Learning for Optimal Control of Space Heating
  10 May 2018 0 repositories listed
• Discourse-Aware Neural Rewards for Coherent Text Generation
  10 May 2018 0 repositories listed
• Metatrace Actor-Critic: Online Step-size Tuning by Meta-gradient Descent for Reinforcement Learning Control
  10 May 2018 0 repositories listed
• Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog
  8 May 2018 0 repositories listed
• Deep Reinforcement Learning for Page-wise Recommendations
  7 May 2018 0 repositories listed
• Multimodal Machine Translation with Reinforcement Learning
  7 May 2018 0 repositories listed
• Planning and Learning with Stochastic Action Sets
  7 May 2018 0 repositories listed
• Developing parsimonious ensembles using ensemble diversity within a reinforcement learning framework
  5 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
• Robust Log-Optimal Strategy with Reinforcement Learning
  1 May 2018 0 repositories listed
• Generating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic Programming
  29 Apr 2018 0 repositories listed
• Towards Experienced Anomaly Detector through Reinforcement Learning
  29 Apr 2018 0 repositories listed
• Sentiment Adaptive End-to-End Dialog Systems
  28 Apr 2018 0 repositories listed
• Deep Reinforcement Learning to Acquire Navigation Skills for Wheel-Legged Robots in Complex Environments
  27 Apr 2018 0 repositories listed
• Action Categorization for Computationally Improved Task Learning and Planning
  26 Apr 2018 0 repositories listed
• Multiagent Soft Q-Learning
  25 Apr 2018 0 repositories listed
• Benchmarking projective simulation in navigation problems
  23 Apr 2018 0 repositories listed
• MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server
  22 Apr 2018 0 repositories listed
• Event Extraction with Generative Adversarial Imitation Learning
  21 Apr 2018 0 repositories listed
• PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
  20 Apr 2018 0 repositories listed
• Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing
  19 Apr 2018 0 repositories listed
• Disentangling Controllable and Uncontrollable Factors of Variation by Interacting with the World
  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
• Model-Free Linear Quadratic Control via Reduction to Expert Prediction
  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
• State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning
  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
• Optimizing Query Evaluations using Reinforcement Learning for Web Search
  12 Apr 2018 0 repositories listed
• Universal Successor Representations for Transfer Reinforcement Learning
  11 Apr 2018 0 repositories listed
• Binary Space Partitioning as Intrinsic Reward
  10 Apr 2018 0 repositories listed
• Outline Objects using Deep Reinforcement Learning
  10 Apr 2018 0 repositories listed
• A clustering-based reinforcement learning approach for tailored personalization of e-Health interventions
  10 Apr 2018 0 repositories listed
• Latent Space Policies for Hierarchical Reinforcement Learning
  9 Apr 2018 0 repositories listed
• Hierarchical Modular Reinforcement Learning Method and Knowledge Acquisition of State-Action Rule for Multi-target Problem
  8 Apr 2018 0 repositories listed
• Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis
  7 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
• Renewal Monte Carlo: Renewal theory based reinforcement learning
  3 Apr 2018 0 repositories listed
• Curiosity-driven Exploration for Mapless Navigation with Deep Reinforcement Learning
  2 Apr 2018 0 repositories listed
• Recall Traces: Backtracking Models for Efficient 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
• Snap Angle Prediction for 360° Panoramas
  31 Mar 2018 0 repositories listed
• How an Electrical Engineer Became an Artificial Intelligence Researcher, a Multiphase Active Contours Analysis
  29 Mar 2018 0 repositories listed
• Reinforcement learning for non-prehensile manipulation: Transfer from simulation to physical system
  28 Mar 2018 0 repositories listed
• Deep Communicating Agents for Abstractive Summarization
  27 Mar 2018 0 repositories listed
• Forward-Backward Reinforcement Learning
  27 Mar 2018 0 repositories listed
• Reinforcement Learning for Fair Dynamic Pricing
  27 Mar 2018 0 repositories listed
• Scalable photonic reinforcement learning by time-division multiplexing of laser chaos
  26 Mar 2018 0 repositories listed
• Autonomous Ramp Merge Maneuver Based on Reinforcement Learning with Continuous Action Space
  25 Mar 2018 0 repositories listed
• The Importance of Constraint Smoothness for Parameter Estimation in Computational Cognitive Modeling
  24 Mar 2018 0 repositories listed
• Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation
  23 Mar 2018 0 repositories listed
• Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft
  22 Mar 2018 0 repositories listed
• DOP: Deep Optimistic Planning with Approximate Value Function Evaluation
  22 Mar 2018 0 repositories listed
• Learning State Representations for Query Optimization with Deep Reinforcement Learning
  22 Mar 2018 0 repositories listed
• Learning Robotic Assembly from CAD
  20 Mar 2018 0 repositories listed
• Meta Reinforcement Learning with Latent Variable Gaussian Processes
  20 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
• Neural Text Generation: Past, Present and Beyond
  15 Mar 2018 0 repositories listed
• Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning
  15 Mar 2018 0 repositories listed
• Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning
  14 Mar 2018 0 repositories listed
• Imitation Learning with Concurrent Actions in 3D Games
  14 Mar 2018 0 repositories listed
• Measurement-based adaptation protocol with quantum reinforcement learning
  14 Mar 2018 0 repositories listed
• Active Reinforcement Learning with Monte-Carlo Tree Search
  13 Mar 2018 0 repositories listed
• Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies
  13 Mar 2018 0 repositories listed
• Learning to Explore with Meta-Policy Gradient
  13 Mar 2018 0 repositories listed
• Policy Search in Continuous Action Domains: an Overview
  13 Mar 2018 0 repositories listed
• Soft-Robust Actor-Critic Policy-Gradient
  11 Mar 2018 0 repositories listed
• Kickstarting Deep Reinforcement Learning
  10 Mar 2018 0 repositories listed
• A Multi-Objective Deep Reinforcement Learning Framework
  8 Mar 2018 0 repositories listed
• DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling
  8 Mar 2018 0 repositories listed
• Feudal Reinforcement Learning for Dialogue Management in Large Domains
  8 Mar 2018 0 repositories listed
• SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes
  8 Mar 2018 0 repositories listed
• A Brandom-ian view of Reinforcement Learning towards strong-AI
  7 Mar 2018 0 repositories listed
• Extracting Action Sequences from Texts Based on Deep Reinforcement Learning
  7 Mar 2018 0 repositories listed
• Intent-aware Multi-agent Reinforcement Learning
  6 Mar 2018 0 repositories listed
• Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning
  6 Mar 2018 0 repositories listed
• Smoothed Action Value Functions for Learning Gaussian Policies
  6 Mar 2018 0 repositories listed
• Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs
  5 Mar 2018 0 repositories listed
• OIL: Observational Imitation Learning
  3 Mar 2018 0 repositories listed
• Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning
  2 Mar 2018 0 repositories listed
• Deep Reinforcement Learning for Sponsored Search Real-time Bidding
  1 Mar 2018 0 repositories listed
• Hierarchical Imitation and Reinforcement Learning
  1 Mar 2018 0 repositories listed
• Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling
  1 Mar 2018 0 repositories listed
• On Oracle-Efficient PAC RL with Rich Observations
  1 Mar 2018 0 repositories listed
• Towards Cooperation in Sequential Prisoner's Dilemmas: a Deep Multiagent Reinforcement Learning Approach
  1 Mar 2018 0 repositories listed
• Deep Reinforcement Learning for Join Order Enumeration
  28 Feb 2018 0 repositories listed
• Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning
  28 Feb 2018 0 repositories listed
• DiGrad: Multi-Task Reinforcement Learning with Shared Actions
  27 Feb 2018 0 repositories listed