{"list":"other","total":61,"rows":[{"id":"2303.11366","title":"Reflexion: Language Agents with Verbal Reinforcement Learning","created":"2023-03-20","cited_by_count":4276},{"id":"2303.17651","title":"Self-Refine: Iterative Refinement with Self-Feedback","created":"2023-03-30","cited_by_count":3442},{"id":"2303.18223","title":"A Survey of Large Language Models","created":"2023-03-31","cited_by_count":2576},{"id":"2308.11432","title":"A Survey on Large Language Model based Autonomous Agents","created":"2023-08-22","cited_by_count":2242},{"id":"2203.07814","title":"Competition-Level Code Generation with AlphaCode","created":"2022-02-08","cited_by_count":1462},{"id":"2309.07864","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","created":"2023-09-14","cited_by_count":1439},{"id":"2209.07753","title":"Code as Policies: Language Model Programs for Embodied Control","created":"2022-09-16","cited_by_count":1210},{"id":"2211.01910","title":"Large Language Models Are Human-Level Prompt Engineers","created":"2022-11-03","cited_by_count":1045},{"id":"2304.05128","title":"Teaching Large Language Models to Self-Debug","created":"2023-04-11","cited_by_count":988},{"id":"2309.03409","title":"Large Language Models as Optimizers","created":"2023-09-07","cited_by_count":864},{"id":"1803.08475","title":"Attention, Learn to Solve Routing Problems!","created":"2018-03-22","cited_by_count":656},{"id":"2305.03495","title":"Automatic Prompt Optimization with \"Gradient Descent\" and Beam Search","created":"2023-05-04","cited_by_count":653},{"id":"1811.06128","title":"Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon","created":"2018-11-15","cited_by_count":623},{"id":"2310.12931","title":"Eureka: Human-Level Reward Design via Coding Large Language Models","created":"2023-10-19","cited_by_count":571},{"id":"2010.16011","title":"POMO: Policy Optimization with Multiple Optima for Reinforcement Learning","created":"2020-10-30","cited_by_count":348},{"id":"2401.02051","title":"Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model","created":"2024-01-04","cited_by_count":268},{"id":"2310.19852","title":"AI Alignment: A Comprehensive Survey","created":"2023-10-30","cited_by_count":263},{"id":"2305.10037","title":"Can Language Models Solve Graph Problems in Natural Language?","created":"2023-05-17","cited_by_count":252},{"id":"2306.14898","title":"InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback","created":"2023-06-26","cited_by_count":238},{"id":"2310.16427","title":"PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization","created":"2023-10-25","cited_by_count":233},{"id":"2302.08224","title":"DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization","created":"2023-02-16","cited_by_count":221},{"id":"2303.05510","title":"Planning with Large Language Models for Code Generation","created":"2023-03-09","cited_by_count":182},{"id":"2310.02304","title":"Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation","created":"2023-10-03","cited_by_count":148},{"id":"2310.07985","title":"Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization","created":"2023-10-12","cited_by_count":142},{"id":"2206.08896","title":"Evolution through Large Models","created":"2022-06-17","cited_by_count":134},{"id":"2302.14838","title":"EvoPrompting: Language Models for Code-Level Neural Architecture Search","created":"2023-02-28","cited_by_count":131},{"id":"2310.01361","title":"GenSim: Generating Robotic Simulation Tasks via Large Language Models","created":"2023-10-02","cited_by_count":125},{"id":"2310.19046","title":"Large Language Models as Evolutionary Optimizers","created":"2023-10-29","cited_by_count":124},{"id":"2302.12170","title":"Language Model Crossover: Variation through Few-Shot Prompting","created":"2023-02-23","cited_by_count":122},{"id":"2205.13209","title":"Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization","created":"2022-05-26","cited_by_count":119},{"id":"2302.07867","title":"Learning Performance-Improving Code Edits","created":"2023-02-15","cited_by_count":106},{"id":"2006.07054","title":"Learning the Travelling Salesperson Problem Requires Rethinking Generalization","created":"2020-06-12","cited_by_count":98},{"id":"2401.10034","title":"Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap","created":"2024-01-18","cited_by_count":90},{"id":"2110.13987","title":"Learning Collaborative Policies to Solve NP-hard Routing Problems","created":"2021-10-26","cited_by_count":86},{"id":"2312.08224","title":"GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time","created":"2023-12-13","cited_by_count":85},{"id":"2301.03313","title":"BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization","created":"2023-01-09","cited_by_count":82},{"id":"2310.18264","title":"Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt","created":"2023-10-27","cited_by_count":81},{"id":"2309.14032","title":"DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization","created":"2023-09-25","cited_by_count":78},{"id":"2110.05291","title":"Graph Neural Network Guided Local Search for the Traveling Salesperson Problem","created":"2021-10-11","cited_by_count":70},{"id":"2308.14104","title":"Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy","created":"2023-08-27","cited_by_count":62},{"id":"2311.15249","title":"Algorithm Evolution Using Large Language Model","created":"2023-11-26","cited_by_count":53},{"id":"2304.09407","title":"Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem","created":"2023-04-19","cited_by_count":50},{"id":"2310.02710","title":"Local Search GFlowNets","created":"2023-10-04","cited_by_count":48},{"id":"2401.07102","title":"Evolving Code with A Large Language Model","created":"2024-01-13","cited_by_count":43},{"id":"2310.08252","title":"MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning","created":"2023-10-12","cited_by_count":36},{"id":"2210.03821","title":"Large Language Models can Implement Policy Iteration","created":"2022-10-07","cited_by_count":31},{"id":"2304.10423","title":"Fully Autonomous Programming with Large Language Models","created":"2023-04-20","cited_by_count":31},{"id":"2310.12541","title":"Large Language Model for Multi-objective Evolutionary Optimization","created":"2023-10-19","cited_by_count":29},{"id":"2209.10913","title":"How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem","created":"2022-09-22","cited_by_count":27},{"id":"2303.00466","title":"ASP: Learn a Universal Neural Solver!","created":"2023-03-01","cited_by_count":27},{"id":"2312.11336","title":"DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation","created":"2023-12-18","cited_by_count":27},{"id":"2310.15196","title":"Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization","created":"2023-10-22","cited_by_count":21},{"id":"2312.12469","title":"Distilling Autoregressive Models to Obtain High-Performance Non-Autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed","created":"2023-12-19","cited_by_count":19},{"id":"2306.02689","title":"Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context","created":"2023-06-05","cited_by_count":16},{"id":"2401.06979","title":"Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems","created":"2024-01-13","cited_by_count":15},{"id":"2205.13225","title":"DevFormer: A Symmetric Transformer for Context-Aware Device Placement","created":"2022-05-26","cited_by_count":11},{"id":"2008.12248","title":"A Survey on Reinforcement Learning for Combinatorial Optimization","created":"2020-08-17","cited_by_count":10},{"id":"2302.13797","title":"Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling","created":"2023-02-27","cited_by_count":10},{"id":"2203.02228","title":"Improving Ant Colony Optimization Efficiency for Solving Large TSP Instances","created":"2022-03-04","cited_by_count":6},{"id":"2203.15722","title":"Transformer Network-based Reinforcement Learning Method for Power Distribution Network (PDN) Optimization of High Bandwidth Memory (HBM)","created":"2022-03-29","cited_by_count":5},{"id":"2308.00560","title":"Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems","created":"2023-08-01","cited_by_count":5}],"next_cursor":null}