Aligning Agentic World Models via Knowledgeable Experience Learning
☆32Jan 25, 2026Updated last month
Alternatives and similar repositories for WorldMind
Users that are interested in WorldMind are comparing it to the libraries listed below
Sorting:
- A holistic framework for advancing LLMs as data science agents☆38Feb 3, 2026Updated last month
- [ICML 2025] Official code of "AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization"☆30Jan 10, 2026Updated 2 months ago
- [ICLR/AAAI 2026] Open-Source LLM-Based Data Analysis Agents☆73Jan 26, 2026Updated last month
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆79Nov 4, 2025Updated 4 months ago
- GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators☆50Dec 23, 2025Updated 2 months ago
- Official repository for Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning☆12Sep 2, 2024Updated last year
- OmniStream: Mastering Perception, Reconstruction and Action in Continuous Streams☆47Updated this week
- [AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updates☆24Jul 1, 2025Updated 8 months ago
- Code for NeurIPS 2024 paper "AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning"☆52Nov 10, 2024Updated last year
- Official implementation of paper "ACON: Optimizing Context Compression for Long-horizon LLM Agents"☆57Oct 14, 2025Updated 5 months ago
- ☆39Mar 6, 2026Updated 2 weeks ago
- ☆12Oct 5, 2022Updated 3 years ago
- A PTA exported exercise paper format helper which cleans the results.☆12Jan 7, 2025Updated last year
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆159Oct 30, 2024Updated last year
- ☆16Apr 10, 2025Updated 11 months ago
- ☆20Jun 16, 2025Updated 9 months ago
- CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning☆35Aug 28, 2025Updated 6 months ago
- Paper: “MEMRL: SELF-EVOLVING AGENTS VIA RUNTIME REINFORCEMENT LEARNING ON EPISODIC MEMORY” Open-Source Code☆55Feb 27, 2026Updated 3 weeks ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆66Oct 18, 2024Updated last year
- MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)☆76Aug 20, 2025Updated 6 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆27Aug 9, 2025Updated 7 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Apr 12, 2025Updated 11 months ago
- ☆61Mar 7, 2026Updated last week
- An AI agent memory framework that converts an agent’s own interaction traces—both successes and failures—into reusable, high-level reason…☆53Feb 9, 2026Updated last month
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆50Oct 23, 2024Updated last year
- ☆32Oct 17, 2022Updated 3 years ago
- [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"☆30Jun 23, 2025Updated 8 months ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆31Oct 26, 2024Updated last year
- Extensive Self-Contrast Enables Feedback-Free Language Model Alignment☆21Apr 2, 2024Updated last year
- Official repository of paper "Context-DPO: Aligning Language Models for Context-Faithfulness"☆21Feb 17, 2025Updated last year
- ☆23Sep 19, 2024Updated last year
- ☆49Feb 25, 2026Updated 3 weeks ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆71Jul 13, 2025Updated 8 months ago
- The 4th rank system of the SemEval 2021 Task4.☆10May 7, 2022Updated 3 years ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆32Jan 23, 2025Updated last year
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆13Jul 27, 2023Updated 2 years ago
- [ACL 2025] Agentic Knowledgeable Self-awareness☆92Jun 15, 2025Updated 9 months ago
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated last year
- ☆16Jun 25, 2025Updated 8 months ago