Collection by
Aug 15, 2024
Aug 15, 2024
Collections
Discover the best community collections!
Collections including paper arxiv:2407.20798
Collection by
13 days ago
13 days ago
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Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
Paper • 2407.20798 • Published • 24 -
Offline Reinforcement Learning for LLM Multi-Step Reasoning
Paper • 2412.16145 • Published • 38 -
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models
Paper • 2501.03262 • Published • 92 -
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
Paper • 2502.18449 • Published • 68
Collection by
Aug 1, 2024
Aug 1, 2024
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An Image is Worth 32 Tokens for Reconstruction and Generation
Paper • 2406.07550 • Published • 58 -
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
Paper • 2407.20798 • Published • 24 -
Adapting Safe-for-Work Classifier for Malaysian Language Text: Enhancing Alignment in LLM-Ops Framework
Paper • 2407.20729 • Published • 27
Collection by
about 2 hours ago
about 2 hours ago
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Learning Language Games through Interaction
Paper • 1606.02447 • Published -
Naturalizing a Programming Language via Interactive Learning
Paper • 1704.06956 • Published -
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
Paper • 1802.08802 • Published -
Mapping Natural Language Commands to Web Elements
Paper • 1808.09132 • Published
Collection by
2 days ago
2 days ago
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TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 51 -
Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 22 -
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Paper • 2412.19723 • Published • 82 -
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Paper • 2408.00764 • Published • 1
Collection by
20 days ago
20 days ago
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Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 22 -
Evaluating Language Models as Synthetic Data Generators
Paper • 2412.03679 • Published • 48 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 147 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 115
Collection by
Aug 1, 2024
Aug 1, 2024
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Secrets of RLHF in Large Language Models Part II: Reward Modeling
Paper • 2401.06080 • Published • 28 -
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
Paper • 2406.02900 • Published • 14 -
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
Paper • 2406.04151 • Published • 20 -
Understanding and Diagnosing Deep Reinforcement Learning
Paper • 2406.16979 • Published • 9
Collection by
Aug 15, 2024
Aug 15, 2024
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Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Paper • 2312.09608 • Published • 16 -
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 69 -
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Real Image
Paper • 2310.17994 • Published • 8 -
Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss
Paper • 2401.02677 • Published • 23
Collection by
Sep 25, 2024
Sep 25, 2024
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LEAP Hand: Low-Cost, Efficient, and Anthropomorphic Hand for Robot Learning
Paper • 2309.06440 • Published • 11 -
Robotic Table Tennis: A Case Study into a High Speed Learning System
Paper • 2309.03315 • Published • 7 -
Video Language Planning
Paper • 2310.10625 • Published • 11 -
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Paper • 2311.01455 • Published • 30