SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
β204Mar 27, 2026Updated 5 months ago
Alternatives and similar repositories for spiral
Users that are interested in spiral are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learningβ422Aug 19, 2026Updated last week
- πΎ OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.β670Jan 29, 2026Updated 7 months ago
- β119Apr 7, 2026Updated 4 months ago
- [ICLR'26] MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMsβ56Apr 17, 2026Updated 4 months ago
- β29May 30, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Sotopia-RL: Reward Design for Social Intelligenceβ52Apr 1, 2026Updated 4 months ago
- A Gym for Agentic LLMsβ505Jan 21, 2026Updated 7 months ago
- β71Feb 4, 2026Updated 6 months ago
- Multi-Turn RL Training System with AgentTrainer for Language Model Game Reinforcement Learningβ67Dec 18, 2025Updated 8 months ago
- Reinforcing General Reasoning without Verifiersβ102Jun 24, 2025Updated last year
- Defeating the Training-Inference Mismatch via FP16β197Nov 14, 2025Updated 9 months ago
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"β65Jan 5, 2026Updated 7 months ago
- [ICLR 2026] Learning to Reason without External Rewardsβ420Jan 26, 2026Updated 7 months ago
- Resources for the Enigmata Project.β83Aug 13, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI β’ AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnosticsβ2,781Aug 23, 2026Updated last week
- [COLM 2026] From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement.β191Aug 12, 2026Updated 2 weeks ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimizationβ54Jul 15, 2025Updated last year
- β15Oct 13, 2025Updated 10 months ago
- β61May 21, 2025Updated last year
- [ICLR 2026] Adaptive Social Learning via Mode Policy Optimization for Language Agentsβ51Feb 2, 2026Updated 6 months ago
- Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHFβ25Oct 8, 2024Updated last year
- Verlog: A Multi-turn RL framework for LLM agentsβ73Aug 8, 2026Updated 3 weeks ago
- [NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewardsβ1,497Apr 17, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR-2026] Official Implementation of our paper "THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning".β32Aug 4, 2026Updated 3 weeks ago
- SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Dataβ26Jan 24, 2026Updated 7 months ago
- The official repo for βUnleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problemβ [EMNLP25]β33Sep 1, 2025Updated 11 months ago
- A version of verl to support diverse tool use [TMLR 2026]β1,036Jul 15, 2026Updated last month
- [ICLR2026] codes for R-Zero: Self-Evolving Reasoning LLM from Zero Data (https://www.arxiv.org/pdf/2508.05004)β842Feb 4, 2026Updated 6 months ago
- Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)β330Jun 5, 2026Updated 2 months ago
- [arxiv: 2604.14142] From P(y|x) to P(y): Investigating Reinforcement Learning in Pre-train Spaceβ17Apr 16, 2026Updated 4 months ago
- SkyRL: A Modular Full-stack RL Library for LLMsβ2,210Updated this week
- 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-inβ¦β2,261Jun 9, 2026Updated 2 months ago
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Framework for LLM-based Multi-Agent Reinforced Training and Inferenceβ552Aug 20, 2026Updated last week
- [ICLR 2026] RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Samplingβ42Feb 25, 2026Updated 6 months ago
- [ICML 2026 Spotlight] On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Modelsβ166Jun 8, 2026Updated 2 months ago
- [ArXiv 2025] Denial-of-Service Poisoning Attacks on Large Language Modelsβ23Oct 22, 2024Updated last year
- β336May 31, 2025Updated last year
- [NeurIPS'25 Spotlight] ARM: Adaptive Reasoning Modelβ68Apr 6, 2026Updated 4 months ago
- Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"β73Nov 14, 2024Updated last year