The code for paper "EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning"
☆40Jul 13, 2026Updated last month
Alternatives and similar repositories for EPO
Users that are interested in EPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for paper "MemGym: a Long-Horizon Memory Environment for LLM Agents".☆21Jun 2, 2026Updated 3 months ago
- ☆33May 9, 2025Updated last year
- [ICLR 2026] RPG: KL-Regularized Policy Gradient (https://arxiv.org/abs/2505.17508)☆76Jun 29, 2026Updated 2 months ago
- From Commands to Prompts: LLM-based Semantic File System for AIOS☆55Mar 9, 2025Updated last year
- MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory☆53May 17, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Reasoning Activation in LLMs via Small Model Transfer (NeurIPS 2025)☆22Oct 16, 2025Updated 10 months ago
- Co-evolving policy actors and experience extractors for efficient experience-driven agent RL☆51May 12, 2026Updated 3 months ago
- [FCS'24] LVLM Safety paper☆19Jan 4, 2025Updated last year
- [EACL'26] DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router☆107Jan 4, 2026Updated 8 months ago
- ☆23Aug 25, 2026Updated last week
- [NeurIPS 2025] RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning☆60Oct 23, 2025Updated 10 months ago
- ☆19Mar 25, 2025Updated last year
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆42Nov 11, 2025Updated 9 months ago
- [preprint] sparsity☆23Jul 26, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [COLM 2026] An efficient 3D sampling method for long-CoT LLM.☆16May 25, 2025Updated last year
- UFT: Unifying Supervised and Reinforcement Fine-Tuning☆33Jun 30, 2025Updated last year
- ☆21Jul 3, 2025Updated last year
- ☆121Jan 23, 2026Updated 7 months ago
- ☆75Jun 10, 2025Updated last year
- KV cache compression via sparse coding☆18Oct 26, 2025Updated 10 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆87Jun 20, 2025Updated last year
- SSRL: Self-Search Reinforcement Learning☆212Aug 20, 2025Updated last year
- [COLM'24] We propose Protein Chain of Thought (ProCoT), which replicates the biological mechanism of signaling pathways as language promp…☆75Nov 23, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆21Apr 3, 2025Updated last year
- [NeurIPS 2025] A multimodal agent that can interact with its own PC in a multimodal manner.☆39Apr 23, 2026Updated 4 months ago
- ☆17Nov 20, 2024Updated last year
- Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…☆860Feb 15, 2026Updated 6 months ago
- HiPRAG (Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation) is a reinforcement learning method designed fo…☆26Oct 10, 2025Updated 10 months ago
- [ICML 2025] Adaptive Self-improvement LLM Agentic System for ML Library Development☆17Jan 6, 2026Updated 8 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆451Jul 11, 2025Updated last year
- Lightweight Adapting for Black-Box Large Language Models☆26Feb 15, 2024Updated 2 years ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆193May 25, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [NeurIPS 2025 Spotlight] Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning☆167Sep 19, 2025Updated 11 months ago
- Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination.☆22Jul 18, 2025Updated last year
- ☆10Oct 31, 2022Updated 3 years ago
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated last year
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆82Jan 22, 2025Updated last year
- Code for EACL 26 Findings paper "I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search"☆13Jan 28, 2026Updated 7 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆59Nov 8, 2024Updated last year