Methods › General › Regularization › Entropy Regularization › Papers, page 3
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 3 of 12: papers 201 to 300 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.
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CARLA2Real: a tool for reducing the sim2real gap in CARLA simulator 23 Oct 2024 · 1 repository · arXiv:2410.18238
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Exploring RL-based LLM Training for Formal Language Tasks with Programmed Rewards 22 Oct 2024 · 1 repository · arXiv:2410.17126
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Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense 22 Oct 2024 · 0 repositories · arXiv:2410.17351
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Survival of the Fittest: Evolutionary Adaptation of Policies for Environmental Shifts 22 Oct 2024 · 0 repositories · arXiv:2410.19852
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How to Build a Pre-trained Multimodal model for Simultaneously Chatting and Decision-making? 21 Oct 2024 · 0 repositories · arXiv:2410.15885
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Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments 18 Oct 2024 · 1 repository · arXiv:2410.14616
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On the Influence of Shape, Texture and Color for Learning Semantic Segmentation 18 Oct 2024 · 0 repositories · arXiv:2410.14878
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UniDrive: Towards Universal Driving Perception Across Camera Configurations 17 Oct 2024 · 1 repository · arXiv:2410.13864Syntology 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) · 2 unverified (of 8 harvested samples)
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AERO: Softmax-Only LLMs for Efficient Private Inference 16 Oct 2024 · 0 repositories · arXiv:2410.13060
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Physical Informed-Inspired Deep Reinforcement Learning Based Bi-Level Programming for Microgrid Scheduling 15 Oct 2024 · 0 repositories · arXiv:2410.11932
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ASTM :Autonomous Smart Traffic Management System Using Artificial Intelligence CNN and LSTM 14 Oct 2024 · 0 repositories · arXiv:2410.10929
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Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning 14 Oct 2024 · 0 repositories · arXiv:2410.11020
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Taming Overconfidence in LLMs: Reward Calibration in RLHF 13 Oct 2024 · 1 repository · arXiv:2410.09724Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference 10 Oct 2024 · 0 repositories · arXiv:2410.08289
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Happy: A Debiased Learning Framework for Continual Generalized Category Discovery 9 Oct 2024 · 1 repository · arXiv:2410.06535Syntology official (archive's flag): 9 ran · 9 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified (of 16 harvested samples) · 1 pointer-only (licence)
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Adver-City: Open-Source Multi-Modal Dataset for Collaborative Perception Under Adverse Weather Conditions 8 Oct 2024 · 0 repositories · arXiv:2410.06380
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Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning 8 Oct 2024 · 1 repository · arXiv:2410.06101Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Human-in-the-loop Reasoning For Traffic Sign Detection: Collaborative Approach Yolo With Video-llava 7 Oct 2024 · 0 repositories · arXiv:2410.05096
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Mastering Chinese Chess AI (Xiangqi) Without Search 7 Oct 2024 · 0 repositories · arXiv:2410.04865
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Implicit to Explicit Entropy Regularization: Benchmarking ViT Fine-tuning under Noisy Labels 5 Oct 2024 · 0 repositories · arXiv:2410.04256
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End-to-end Driving in High-Interaction Traffic Scenarios with Reinforcement Learning 3 Oct 2024 · 0 repositories · arXiv:2410.02253
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Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization 2 Oct 2024 · 0 repositories · arXiv:2410.02833
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VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment 2 Oct 2024 · 1 repository · arXiv:2410.01679Syntology 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) · 2 unverified (of 9 harvested samples)
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The Perfect Blend: Redefining RLHF with Mixture of Judges 30 Sep 2024 · 0 repositories · arXiv:2409.20370
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Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization 28 Sep 2024 · 0 repositories · arXiv:2410.00051
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Spatial Reasoning and Planning for Deep Embodied Agents 28 Sep 2024 · 0 repositories · arXiv:2409.19479
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Criticality and Safety Margins for Reinforcement Learning 26 Sep 2024 · 0 repositories · arXiv:2409.18289
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Good Data Is All Imitation Learning Needs 26 Sep 2024 · 0 repositories · arXiv:2409.17605
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Navigation in a simplified Urban Flow through Deep Reinforcement Learning 26 Sep 2024 · 0 repositories · arXiv:2409.17922
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Dashing for the Golden Snitch: Multi-Drone Time-Optimal Motion Planning with Multi-Agent Reinforcement Learning 25 Sep 2024 · 1 repository · arXiv:2409.16720
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Mitigating Covariate Shift in Imitation Learning for Autonomous Vehicles Using Latent Space Generative World Models 25 Sep 2024 · 0 repositories · arXiv:2409.16663
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Safe Navigation for Robotic Digestive Endoscopy via Human Intervention-based Reinforcement Learning 24 Sep 2024 · 0 repositories · arXiv:2409.15688
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Quantifying Context Bias in Domain Adaptation for Object Detection 23 Sep 2024 · 0 repositories · arXiv:2409.14679
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LFP: Efficient and Accurate End-to-End Lane-Level Planning via Camera-LiDAR Fusion 21 Sep 2024 · 0 repositories · arXiv:2409.14170
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METDrive: Multi-modal End-to-end Autonomous Driving with Temporal Guidance 19 Sep 2024 · 0 repositories · arXiv:2409.12667
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Automating proton PBS treatment planning for head and neck cancers using policy gradient-based deep reinforcement learning 17 Sep 2024 · 0 repositories · arXiv:2409.11576
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On-policy Actor-Critic Reinforcement Learning for Multi-UAV Exploration 17 Sep 2024 · 0 repositories · arXiv:2409.11058
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Disentangling Uncertainty for Safe Social Navigation using Deep Reinforcement Learning 16 Sep 2024 · 0 repositories · arXiv:2409.10655
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Risk-Aware Autonomous Driving with Linear Temporal Logic Specifications 15 Sep 2024 · 0 repositories · arXiv:2409.09769
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Applying Action Masking and Curriculum Learning Techniques to Improve Data Efficiency and Overall Performance in Operational Technology Cyber Security using Reinforcement Learning 13 Sep 2024 · 0 repositories · arXiv:2409.10563
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Module-wise Adaptive Adversarial Training for End-to-end Autonomous Driving 11 Sep 2024 · 0 repositories · arXiv:2409.07321
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EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification 10 Sep 2024 · 1 repository · arXiv:2409.06290Syntology official (archive's flag): 7 ran · 7 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; 3 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Multi-V2X: A Large Scale Multi-modal Multi-penetration-rate Dataset for Cooperative Perception 8 Sep 2024 · 1 repository · arXiv:2409.04980
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QuantFactor REINFORCE: Mining Steady Formulaic Alpha Factors with Variance-bounded REINFORCE 8 Sep 2024 · 0 repositories · arXiv:2409.05144
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Reinforcement Learning-enabled Satellite Constellation Reconfiguration and Retasking for Mission-Critical Applications 3 Sep 2024 · 0 repositories · arXiv:2409.02270
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Development of Occupancy Prediction Algorithm for Underground Parking Lots 2 Sep 2024 · 0 repositories · arXiv:2409.00923
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Enhancing Sample Efficiency and Exploration in Reinforcement Learning through the Integration of Diffusion Models and Proximal Policy Optimization 2 Sep 2024 · 1 repository · arXiv:2409.01427
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MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models 30 Aug 2024 · 1 repository · arXiv:2408.17072
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Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment 29 Aug 2024 · 1 repository · arXiv:2408.16520
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An Extremely Data-efficient and Generative LLM-based Reinforcement Learning Agent for Recommenders 28 Aug 2024 · 0 repositories · arXiv:2408.16032
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Comparison of Model Predictive Control and Proximal Policy Optimization for a 1-DOF Helicopter System 28 Aug 2024 · 0 repositories · arXiv:2408.15633
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Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning 27 Aug 2024 · 1 repository · arXiv:2408.14774Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data 27 Aug 2024 · 0 repositories · arXiv:2408.14874
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Pareto Inverse Reinforcement Learning for Diverse Expert Policy Generation 22 Aug 2024 · 0 repositories · arXiv:2408.12110
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CARLA Drone: Monocular 3D Object Detection from a Different Perspective 21 Aug 2024 · 0 repositories · arXiv:2408.11958
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Minor SFT loss for LLM fine-tune to increase performance and reduce model deviation 20 Aug 2024 · 0 repositories · arXiv:2408.10642
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Exploratory Optimal Stopping: A Singular Control Formulation 18 Aug 2024 · 0 repositories · arXiv:2408.09335
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SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras 18 Aug 2024 · 1 repository · arXiv:2408.09588
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S-RAF: A Simulation-Based Robustness Assessment Framework for Responsible Autonomous Driving 16 Aug 2024 · 1 repository · arXiv:2408.08584
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Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training 14 Aug 2024 · 1 repository · arXiv:2408.07239
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Kolmogorov-Arnold Network for Online Reinforcement Learning 9 Aug 2024 · 1 repository · arXiv:2408.04841
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Cross-cultural analysis of pedestrian group behaviour influence on crossing decisions in interactions with autonomous vehicles 6 Aug 2024 · 0 repositories · arXiv:2408.03003
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Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning 6 Aug 2024 · 0 repositories · arXiv:2408.03084
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MSMA: Multi-agent Trajectory Prediction in Connected and Autonomous Vehicle Environment with Multi-source Data Integration 31 Jul 2024 · 1 repository · arXiv:2407.21310
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Appraisal-Guided Proximal Policy Optimization: Modeling Psychological Disorders in Dynamic Grid World 29 Jul 2024 · 0 repositories · arXiv:2407.20383
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SAPG: Split and Aggregate Policy Gradients 29 Jul 2024 · 0 repositories · arXiv:2407.20230
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Towards Aligning Language Models with Textual Feedback 24 Jul 2024 · 1 repository · arXiv:2407.16970Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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In Search for Architectures and Loss Functions in Multi-Objective Reinforcement Learning 23 Jul 2024 · 0 repositories · arXiv:2407.16807
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Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN 22 Jul 2024 · 0 repositories · arXiv:2407.15656
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Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms 21 Jul 2024 · 0 repositories · arXiv:2407.15283
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Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review 18 Jul 2024 · 1 repository · arXiv:2407.13734
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Perception Helps Planning: Facilitating Multi-Stage Lane-Level Integration via Double-Edge Structures 16 Jul 2024 · 0 repositories · arXiv:2407.11644
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DINO Pre-training for Vision-based End-to-end Autonomous Driving 15 Jul 2024 · 0 repositories · arXiv:2407.10803
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Digital twins to alleviate the need for real field data in vision-based vehicle speed detection systems 11 Jul 2024 · 0 repositories · arXiv:2407.08380
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Real-time system optimal traffic routing under uncertainties -- Can physics models boost reinforcement learning? 10 Jul 2024 · 0 repositories · arXiv:2407.07364
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Towards Human-Like Driving: Active Inference in Autonomous Vehicle Control 10 Jul 2024 · 0 repositories · arXiv:2407.07684
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Exploring the Causality of End-to-End Autonomous Driving 9 Jul 2024 · 1 repository · arXiv:2407.06546
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Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment 8 Jul 2024 · 0 repositories · arXiv:2407.06443
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Simplifying Deep Temporal Difference Learning 5 Jul 2024 · 1 repository · arXiv:2407.04811Syntology official (archive's flag): 3 ran · 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)
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Continuous-time q-Learning for Jump-Diffusion Models under Tsallis Entropy 4 Jul 2024 · 0 repositories · arXiv:2407.03888
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Efficient Fusion and Task Guided Embedding for End-to-end Autonomous Driving 3 Jul 2024 · 0 repositories · arXiv:2407.02878
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PPO-based Dynamic Control of Uncertain Floating Platforms in the Zero-G Environment 3 Jul 2024 · 0 repositories · arXiv:2407.03224
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A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization 1 Jul 2024 · 0 repositories · arXiv:2407.01653
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Acceleration method for generating perception failure scenarios based on editing Markov process 1 Jul 2024 · 0 repositories · arXiv:2407.00980
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Deep Reinforcement Learning for Adverse Garage Scenario Generation 1 Jul 2024 · 0 repositories · arXiv:2407.01333
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Deep Reinforcement Learning Strategies in Finance: Insights into Asset Holding, Trading Behavior, and Purchase Diversity 29 Jun 2024 · 0 repositories · arXiv:2407.09557
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Decoding-Time Language Model Alignment with Multiple Objectives 27 Jun 2024 · 1 repository · arXiv:2406.18853Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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End-to-End Autonomous Driving without Costly Modularization and 3D Manual Annotation 25 Jun 2024 · 0 repositories · arXiv:2406.17680
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Performance Comparison of Deep RL Algorithms for Mixed Traffic Cooperative Lane-Changing 25 Jun 2024 · 0 repositories · arXiv:2407.02521
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RaCIL: Ray Tracing based Multi-UAV Obstacle Avoidance through Composite Imitation Learning 24 Jun 2024 · 0 repositories · arXiv:2407.02520
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Multistep Criticality Search and Power Shaping in Microreactors with Reinforcement Learning 22 Jun 2024 · 0 repositories · arXiv:2406.15931
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SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation 17 Jun 2024 · 0 repositories · arXiv:2406.11258
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P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models 17 Jun 2024 · 0 repositories · arXiv:2406.11391
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Planning with Adaptive World Models for Autonomous Driving 15 Jun 2024 · 0 repositories · arXiv:2406.10714
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CarLLaVA: Vision language models for camera-only closed-loop driving 14 Jun 2024 · 1 repository · arXiv:2406.10165
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Hadamard Representations: Augmenting Hyperbolic Tangents in RL 13 Jun 2024 · 0 repositories · arXiv:2406.09079
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Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback 13 Jun 2024 · 2 repositories · arXiv:2406.09279Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 7 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples)
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Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control 12 Jun 2024 · 0 repositories · arXiv:2407.02503
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PRIBOOT: A New Data-Driven Expert for Improved Driving Simulations 12 Jun 2024 · 1 repository · arXiv:2406.08421
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Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation 10 Jun 2024 · 0 repositories · arXiv:2406.06500