Ber666 / RAP
Reasoning with Language Model is Planning with World Model
☆154Updated last year
Alternatives and similar repositories for RAP:
Users that are interested in RAP are comparing it to the libraries listed below
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆100Updated last year
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆109Updated 2 months ago
- An extensible benchmark for evaluating large language models on planning☆313Updated 7 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆124Updated 9 months ago
- Data and code for the ICLR 2023 paper "Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning".☆148Updated last year
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆251Updated 7 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆53Updated 10 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆106Updated last month
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆124Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆111Updated 2 months ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆267Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆110Updated 7 months ago
- ☆75Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆111Updated 4 months ago
- augmented LLM with self reflection☆109Updated last year
- ☆93Updated 6 months ago
- ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.☆234Updated 3 months ago
- ☆140Updated 8 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year
- A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)☆150Updated 3 months ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆126Updated 9 months ago
- Self-Alignment with Principle-Following Reward Models☆150Updated 10 months ago
- SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks☆294Updated 2 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆85Updated 11 months ago
- ☆93Updated last year
- Simple next-token-prediction for RLHF☆222Updated last year
- Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback☆204Updated last year
- [ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View☆106Updated 8 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agents☆270Updated 7 months ago
- Repository for the paper Stream of Search: Learning to Search in Language☆118Updated 5 months ago