Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
☆170Oct 30, 2024Updated 2 years ago
Alternatives and similar repositories for ETO
Users that are interested in ETO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆67Oct 18, 2024Updated 2 years ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆168Dec 17, 2024Updated last year
- MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)☆82Aug 20, 2025Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆210Apr 17, 2025Updated last year
- [EMNLP 2026] Aligning Agentic World Models via Knowledgeable Experience Learning☆44May 15, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆454May 20, 2024Updated 2 years ago
- [NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents☆266Jan 29, 2025Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆28Mar 14, 2024Updated 2 years ago
- The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism☆31Jul 17, 2024Updated 2 years ago
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Aug 19, 2023Updated 3 years ago
- (ACL2025 Findings) Official code for the paper "STeCa: Step-level Trajectory Calibration for LLM Agent Learning"☆29Mar 2, 2026Updated 8 months ago
- Findings of EMNLP 2023: InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspe…☆14Aug 13, 2024Updated 2 years ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆711Jan 20, 2025Updated last year
- ☆55Oct 10, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- FireAct: Toward Language Agent Fine-tuning☆297Oct 22, 2023Updated 3 years ago
- ☆37May 24, 2025Updated last year
- Rationale-enhanced language models are better continual relation learners (EMNLP 2023 Main Conference)☆12Oct 11, 2023Updated 3 years ago
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆856May 30, 2026Updated 5 months ago
- Code for paper Empowering Large Language Model Agents through Action Learning☆35Aug 8, 2024Updated 2 years ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆94Sep 13, 2025Updated last year
- Code for EMNLP 2023 Findings paper: "Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Co…☆12Oct 10, 2023Updated 3 years ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆33Apr 12, 2025Updated last year
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆333Jan 29, 2026Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆2,431Jun 9, 2026Updated 4 months ago
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆12Jul 27, 2023Updated 3 years ago
- ALFWorld: Aligning Text and Embodied Environments for Interactive Learning☆909Feb 8, 2026Updated 8 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆129Jan 31, 2026Updated 9 months ago
- Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner☆31Jun 27, 2024Updated 2 years ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆159Feb 19, 2025Updated last year
- Reinforcement learning for improving embodied task planning in large language models☆28Mar 30, 2026Updated 7 months ago
- ☆14Feb 26, 2024Updated 2 years ago
- code for " Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling" at AAAI-2023☆12Apr 15, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆273May 5, 2025Updated last year
- ☆64Feb 19, 2025Updated last year
- Code for the paper 🌳 Tree Search for Language Model Agents☆225Jul 25, 2024Updated 2 years ago
- Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"☆175Oct 20, 2025Updated last year
- ☆76Jun 10, 2025Updated last year
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,839Oct 28, 2026Updated last week
- ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.☆406Aug 20, 2026Updated 2 months ago