Methods › General › Regularization › Entropy Regularization › Papers, page 5

Entropy Regularization

Papers archive 2025-07-28

archive papers tagged: 1,128 · with a code link: 451 · where Syntology ran a sample: 156 (129 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (156 of 1,128 tagged: 129 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument)

Page 5 of 12: papers 401 to 500 of 1,128, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
  12 Jan 2024 · 1 repository · arXiv:2401.06838
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Autonomous Navigation of Tractor-Trailer Vehicles through Roundabout Intersections
  10 Jan 2024 · 0 repositories · arXiv:2401.04980
• Feedback-Guided Autonomous Driving
  1 Jan 2024 · 0 repositories
• Beyond PID Controllers: PPO with Neuralized PID Policy for Proton Beam Intensity Control in Mu2e
  28 Dec 2023 · 0 repositories · arXiv:2312.17372
• Preference as Reward, Maximum Preference Optimization with Importance Sampling
  27 Dec 2023 · 0 repositories · arXiv:2312.16430
• Some things are more CRINGE than others: Iterative Preference Optimization with the Pairwise Cringe Loss
  27 Dec 2023 · 1 repository · arXiv:2312.16682
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Agent based modelling for continuously varying supply chains
  24 Dec 2023 · 0 repositories · arXiv:2312.15502
• DriveLM: Driving with Graph Visual Question Answering
  21 Dec 2023 · 3 repositories · arXiv:2312.14150
• Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator
  20 Dec 2023 · 1 repository · arXiv:2312.12772
• Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling
  18 Dec 2023 · 1 repository · arXiv:2312.11091
• Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint
  18 Dec 2023 · 3 repositories · arXiv:2312.11456
• DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving
  14 Dec 2023 · 2 repositories · arXiv:2312.09245
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Gradient Informed Proximal Policy Optimization
  14 Dec 2023 · 1 repository · arXiv:2312.08710
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
  14 Dec 2023 · 3 repositories · arXiv:2312.08935
• Challenges of YOLO Series for Object Detection in Extremely Heavy Rain: CALRA Simulator based Synthetic Evaluation Dataset
  13 Dec 2023 · 0 repositories · arXiv:2312.07976
• The Effective Horizon Explains Deep RL Performance in Stochastic Environments
  13 Dec 2023 · 1 repository · arXiv:2312.08369
• A dynamical clipping approach with task feedback for Proximal Policy Optimization
  12 Dec 2023 · 0 repositories · arXiv:2312.07624
• SkyScenes: A Synthetic Dataset for Aerial Scene Understanding
  11 Dec 2023 · 0 repositories · arXiv:2312.06719
• Graph-based Prediction and Planning Policy Network (GP3Net) for scalable self-driving in dynamic environments using Deep Reinforcement Learning
  10 Dec 2023 · 0 repositories · arXiv:2312.05784
• Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym
  6 Dec 2023 · 1 repository · arXiv:2312.03290
• A Reliable Representation with Bidirectional Transition Model for Visual Reinforcement Learning Generalization
  4 Dec 2023 · 0 repositories · arXiv:2312.01915
• Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control
  30 Nov 2023 · 0 repositories · arXiv:2311.18393
• EpiTESTER: Testing Autonomous Vehicles with Epigenetic Algorithm and Attention Mechanism
  30 Nov 2023 · 1 repository · arXiv:2312.00207
• Safe Reinforcement Learning in a Simulated Robotic Arm
  28 Nov 2023 · 0 repositories · arXiv:2312.09468
• Automated Lane Merging via Game Theory and Branch Model Predictive Control
  25 Nov 2023 · 1 repository · arXiv:2311.14916
• On optimal tracking portfolio in incomplete markets: The reinforcement learning approach
  24 Nov 2023 · 0 repositories · arXiv:2311.14318
• Variational Annealing on Graphs for Combinatorial Optimization
  23 Nov 2023 · 1 repository · arXiv:2311.14156
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 16 harvested samples) · 16 pointer-only (licence)
• Attacking Motion Planners Using Adversarial Perception Errors
  21 Nov 2023 · 0 repositories · arXiv:2311.12722
• Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars
  20 Nov 2023 · 1 repository · arXiv:2311.12875
• Bridging Data-Driven and Knowledge-Driven Approaches for Safety-Critical Scenario Generation in Automated Vehicle Validation
  18 Nov 2023 · 0 repositories · arXiv:2311.10937
• Automatic Generation of Scenarios for System-level Simulation-based Verification of Autonomous Driving Systems
  16 Nov 2023 · 0 repositories · arXiv:2311.09784
• Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways
  16 Nov 2023 · 0 repositories · arXiv:2311.09878
• Clipped-Objective Policy Gradients for Pessimistic Policy Optimization
  10 Nov 2023 · 1 repository · arXiv:2311.05846
• Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
  7 Nov 2023 · 1 repository · arXiv:2311.04155
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Epidemic Decision-making System Based Federated Reinforcement Learning
  3 Nov 2023 · 0 repositories · arXiv:2311.01749
• Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula
  3 Nov 2023 · 0 repositories · arXiv:2311.01642
• Dropout Strategy in Reinforcement Learning: Limiting the Surrogate Objective Variance in Policy Optimization Methods
  31 Oct 2023 · 0 repositories · arXiv:2310.20380
• Bird's Eye View Based Pretrained World model for Visual Navigation
  28 Oct 2023 · 0 repositories · arXiv:2310.18847
• Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks
  26 Oct 2023 · 0 repositories · arXiv:2310.17805
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
  25 Oct 2023 · 0 repositories · arXiv:2310.16271
• SuperHF: Supervised Iterative Learning from Human Feedback
  25 Oct 2023 · 1 repository · arXiv:2310.16763
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Safe Navigation: Training Autonomous Vehicles using Deep Reinforcement Learning in CARLA
  23 Oct 2023 · 1 repository · arXiv:2311.10735
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis
  20 Oct 2023 · 2 repositories · arXiv:2310.13669
• LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning
  19 Oct 2023 · 1 repository · arXiv:2310.13135
• ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
  16 Oct 2023 · 3 repositories · arXiv:2310.10505
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• Optimizing the Placement of Roadside LiDARs for Autonomous Driving
  11 Oct 2023 · 0 repositories · arXiv:2310.07247
• Distributional Soft Actor-Critic with Three Refinements
  9 Oct 2023 · 2 repositories · arXiv:2310.05858
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Reinforcement Learning in the Era of LLMs: What is Essential? What is needed? An RL Perspective on RLHF, Prompting, and Beyond
  9 Oct 2023 · 2 repositories · arXiv:2310.06147
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models
  8 Oct 2023 · 1 repository · arXiv:2310.05074
• FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility
  8 Oct 2023 · 0 repositories · arXiv:2310.05053
• Proximal Policy Optimization-Based Reinforcement Learning Approach for DC-DC Boost Converter Control: A Comparative Evaluation Against Traditional Control Techniques
  4 Oct 2023 · 0 repositories · arXiv:2310.02945
• Reward Model Ensembles Help Mitigate Overoptimization
  4 Oct 2023 · 2 repositories · arXiv:2310.02743
  Syntology official (archive's flag): 2 ran · 5 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• Adapting LLM Agents with Universal Feedback in Communication
  1 Oct 2023 · 0 repositories · arXiv:2310.01444
• Deep Reinforcement Learning for Autonomous Vehicle Intersection Navigation
  30 Sep 2023 · 0 repositories · arXiv:2310.08595
• Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
  30 Sep 2023 · 0 repositories · arXiv:2310.00212
• CARLA: Adjusted common average referencing for cortico-cortical evoked potential data
  29 Sep 2023 · 1 repository · arXiv:2310.00185
• Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
  29 Sep 2023 · 1 repository · arXiv:2310.00036
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection
  27 Sep 2023 · 1 repository · arXiv:2311.09225
• SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations
  27 Sep 2023 · 0 repositories · arXiv:2309.15848
• Effective Multi-Agent Deep Reinforcement Learning Control with Relative Entropy Regularization
  26 Sep 2023 · 1 repository · arXiv:2309.14727
• Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding
  26 Sep 2023 · 0 repositories · arXiv:2309.15028
• Enhancing data efficiency in reinforcement learning: a novel imagination mechanism based on mesh information propagation
  25 Sep 2023 · 2 repositories · arXiv:2309.14243
• Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills
  24 Sep 2023 · 0 repositories · arXiv:2309.13614
• Learning Actions and Control of Focus of Attention with a Log-Polar-like Sensor
  22 Sep 2023 · 0 repositories · arXiv:2309.12634
• Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning
  21 Sep 2023 · 1 repository
• Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
  21 Sep 2023 · 1 repository
• Learning to Drive Anywhere
  21 Sep 2023 · 0 repositories · arXiv:2309.12295
• RRHF: Rank Responses to Align Language Models with Human Feedback
  21 Sep 2023 · 1 repository
• Adaptive Multi-Agent Deep Reinforcement Learning for Timely Healthcare Interventions
  20 Sep 2023 · 0 repositories · arXiv:2309.10980
• Distributional Estimation of Data Uncertainty for Surveillance Face Anti-spoofing
  18 Sep 2023 · 0 repositories · arXiv:2309.09485
• Privileged to Predicted: Towards Sensorimotor Reinforcement Learning for Urban Driving
  18 Sep 2023 · 0 repositories · arXiv:2309.09756
• Stabilizing RLHF through Advantage Model and Selective Rehearsal
  18 Sep 2023 · 0 repositories · arXiv:2309.10202
• Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF
  16 Sep 2023 · 1 repository · arXiv:2309.09055
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples)
• What Matters to Enhance Traffic Rule Compliance of Imitation Learning for End-to-End Autonomous Driving
  14 Sep 2023 · 0 repositories · arXiv:2309.07808
• Deep Reinforcement Learning Enabled Joint Deployment and Beamforming in STAR-RIS Assisted Networks
  7 Sep 2023 · 0 repositories · arXiv:2309.03520
• SKoPe3D: A Synthetic Dataset for Vehicle Keypoint Perception in 3D from Traffic Monitoring Cameras
  4 Sep 2023 · 0 repositories · arXiv:2309.01324
• Efficient RLHF: Reducing the Memory Usage of PPO
  1 Sep 2023 · 0 repositories · arXiv:2309.00754
• A reinforcement learning based construction material supply strategy using robotic crane and computer vision for building reconstruction after an earthquake
  30 Aug 2023 · 0 repositories · arXiv:2308.16280
• On Offline Evaluation of 3D Object Detection for Autonomous Driving
  24 Aug 2023 · 0 repositories · arXiv:2308.12779
• Aligning Language Models with Offline Learning from Human Feedback
  23 Aug 2023 · 2 repositories · arXiv:2308.12050
• Pedestrian Environment Model for Automated Driving
  17 Aug 2023 · 1 repository · arXiv:2308.09080
• Robust Autonomous Vehicle Pursuit without Expert Steering Labels
  16 Aug 2023 · 0 repositories · arXiv:2308.08380
• A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions
  11 Aug 2023 · 1 repository · arXiv:2308.05937
• Proximal Policy Optimization Actual Combat: Manipulating Output Tokenizer Length
  10 Aug 2023 · 0 repositories · arXiv:2308.05585
• Exploring the Physical World Adversarial Robustness of Vehicle Detection
  7 Aug 2023 · 0 repositories · arXiv:2308.03476
• Cognitive TransFuser: Semantics-guided Transformer-based Sensor Fusion for Improved Waypoint Prediction
  4 Aug 2023 · 1 repository · arXiv:2308.02126
• Interpretable End-to-End Driving Model for Implicit Scene Understanding
  2 Aug 2023 · 0 repositories · arXiv:2308.01180
• Safety Margins for Reinforcement Learning
  25 Jul 2023 · 0 repositories · arXiv:2307.13642
• Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation
  24 Jul 2023 · 0 repositories · arXiv:2307.12983
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Trust-aware Safe Control for Autonomous Navigation: Estimation of System-to-human Trust for Trust-adaptive Control Barrier Functions
  24 Jul 2023 · 3 repositories · arXiv:2307.12815
• Llama 2: Open Foundation and Fine-Tuned Chat Models
  18 Jul 2023 · 19 repositories · arXiv:2307.09288
  Syntology community repositories only · 33 ran (of which 7 constructed an object rather than computing a result; 22 with no instrument failure: 1 honoured, 1 violated, 20 with no contract checked; 11 where Syntology's instrument failed) · 19 unverified (of 52 harvested samples) · 20 pointer-only (licence)
• Navigating Uncertainty: The Role of Short-Term Trajectory Prediction in Autonomous Vehicle Safety
  11 Jul 2023 · 1 repository · arXiv:2307.05288
• Secrets of RLHF in Large Language Models Part I: PPO
  11 Jul 2023 · 1 repository · arXiv:2307.04964
• ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation
  6 Jul 2023 · 1 repository · arXiv:2307.02991
• Navigation of micro-robot swarms for targeted delivery using reinforcement learning
  30 Jun 2023 · 0 repositories · arXiv:2306.17598
• Preference Ranking Optimization for Human Alignment
  30 Jun 2023 · 1 repository · arXiv:2306.17492
• Action and Trajectory Planning for Urban Autonomous Driving with Hierarchical Reinforcement Learning
  28 Jun 2023 · 0 repositories · arXiv:2306.15968
• Creating Valid Adversarial Examples of Malware
  23 Jun 2023 · 1 repository · arXiv:2306.13587
• Lower Complexity Adaptation for Empirical Entropic Optimal Transport
  23 Jun 2023 · 1 repository · arXiv:2306.13580
• Autonomous Driving with Deep Reinforcement Learning in CARLA Simulation
  20 Jun 2023 · 0 repositories · arXiv:2306.11217