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Collections including paper arxiv:2501.14176

RL+reason model

about 9 hours ago

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published 21 days ago • 23
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published 17 days ago • 24
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published 16 days ago • 103
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

about 11 hours ago

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published 17 days ago • 24
RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published 21 days ago • 23
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published 16 days ago • 103
Process-Supervised Reinforcement Learning for Code Generation

Paper • 2502.01715 • Published 10 days ago

ShowAndTell-2025-01-30

Atla Selene Mini: A General Purpose Evaluation Model

Paper • 2501.17195 • Published 17 days ago • 30
DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 50
Optimizing Large Language Model Training Using FP4 Quantization

Paper • 2501.17116 • Published 16 days ago • 33
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 93

Llms and reasoning

about 23 hours ago

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published 28 days ago • 36
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 22 days ago • 317
Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 20 days ago • 48
RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published 21 days ago • 23

about 22 hours ago

STaR: Bootstrapping Reasoning With Reasoning

Paper • 2203.14465 • Published Mar 28, 2022 • 8
Let's Verify Step by Step

Paper • 2305.20050 • Published May 31, 2023 • 10
Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 78
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Paper • 2411.14405 • Published Nov 21, 2024 • 58

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 45
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

Learning to Navigate the Web

Paper • 1812.09195 • Published Dec 21, 2018
Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents

Paper • 2412.13194 • Published Dec 17, 2024 • 12
GUI Agents: A Survey

Paper • 2412.13501 • Published Dec 18, 2024 • 25
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 53

Collection of resources related to Agents.

Communicative Agents for Software Development

Paper • 2307.07924 • Published Jul 16, 2023 • 5
Self-Refine: Iterative Refinement with Self-Feedback

Paper • 2303.17651 • Published Mar 30, 2023 • 2
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 38
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 18

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