[ICLR'26] MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs
☆59Oct 13, 2026Updated 3 weeks ago
Alternatives and similar repositories for MARSHAL
Users that are interested in MARSHAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments☆26Sep 30, 2025Updated last year
- MAXS enhances complex reasoning capabilities by integrating tool-use (code execution and web search) with a lookahead planning mechanism.☆14Jan 4, 2026Updated 10 months ago
- SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning☆211Mar 27, 2026Updated 7 months ago
- This repo has the code and suplementary materials of our 2024 RAL submission.☆21Nov 23, 2025Updated 11 months ago
- ☆30May 30, 2026Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code release for "Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning" (CoRL 2025), https://arxiv.o…☆26Feb 26, 2026Updated 8 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆31Aug 9, 2025Updated last year
- ☆14Oct 25, 2024Updated 2 years ago
- COS-PLAY: Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Game Play☆31Jul 11, 2026Updated 3 months ago
- QuantumDNA is an open-source Python package for simulating exciton and charge transfer in DNA using quantum mechanical methods. Designed …☆13Sep 23, 2026Updated last month
- [ICLR 2026] Meta-RL Induces Exploration in Language Agents☆52Feb 1, 2026Updated 9 months ago
- [ACL 2024 Findings] Official code and data for ACL-2024 paper "X-Instruction: Aligning Language Model in Low-resource Languages with Self…☆10Jun 19, 2024Updated 2 years ago
- Configurable inference harness for long-horizon agentic search: 6 agent families, 5 context-management strategies, page memory, 3 multi-a…☆11May 27, 2026Updated 5 months ago
- ☆59Sep 6, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of the Decrypto benchmark for multi-agent reasoning and theory of mind.☆28Jan 19, 2026Updated 9 months ago
- Verifiable Process Rewards for Agentic Reasoning☆15Oct 13, 2026Updated 3 weeks ago
- ☆64Feb 19, 2025Updated last year
- This project focuses on sentiment analysis. Social Sentiment analysis is the use of natural language processing (NLP) to analyze social c…☆12Jan 9, 2022Updated 4 years ago
- ☆12Oct 5, 2024Updated 2 years ago
- Official Implementation of HIMA (COLM'25)☆22Nov 25, 2025Updated 11 months ago
- [ICML 2026] This is the official implementation for paper HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for …☆35Jun 24, 2026Updated 4 months ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆29Oct 29, 2023Updated 3 years ago
- ☆10Mar 13, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆15Jun 6, 2025Updated last year
- Official code for EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents.☆18Oct 12, 2026Updated 3 weeks ago
- [NeurIPS 2026 Meta-Agents] SAEScientist-Bench: Can AI agents conduct autonomous SAE interpretability research?☆21Sep 10, 2026Updated last month
- ActionOPD: Distilling Decisions, Not Tokens☆29Oct 15, 2026Updated 3 weeks ago
- [ICLR'26] Stronger-MAS: A RL Framework for multi LLM agent system; [arxiv] MetaAgent-X: End-to-End Reinforcement Learning Automatic Mult…☆226May 15, 2026Updated 5 months ago
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆15Jun 21, 2024Updated 2 years ago
- [EMNLP'26 Main] World Models for Policy Refinement in StarCraft II☆13Aug 27, 2026Updated 2 months ago
- This repo supports integrating LLMs and communication algorithms with MARL using SMAC as the platform. It provides an end-to-end workflow…☆21Mar 8, 2025Updated last year
- [Paper][EMNLP 2025] RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models☆18Jan 29, 2026Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆31May 20, 2024Updated 2 years ago
- Live benchmark for social simulation: models forecast the next public release before it is published. Locked, hashed, scored in public.☆39Updated this week
- A longitudinal reliability benchmark foundation for agent lifespan engineering.☆17Jun 5, 2026Updated 5 months ago
- [ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆574Aug 20, 2026Updated 2 months ago
- Official implementation for "How Should We Meta-Learn Reinforcement Learning Algorithms?"☆23Sep 7, 2025Updated last year
- A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning☆437Oct 5, 2026Updated last month
- Sotopia-RL: Reward Design for Social Intelligence☆54Apr 1, 2026Updated 7 months ago