jhejna / cpl
Code for Contrastive Preference Learning (CPL)
☆160Updated 2 months ago
Alternatives and similar repositories for cpl:
Users that are interested in cpl are comparing it to the libraries listed below
- ☆79Updated 7 months ago
- Paper collections of the continuous effort start from World Models.☆166Updated 7 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆132Updated 10 months ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆203Updated last year
- ☆28Updated 2 months ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆148Updated last year
- Official code repository for Prompt-DT.☆102Updated 2 years ago
- Natural Language Reinforcement Learning☆72Updated 2 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆121Updated 3 months ago
- RLHF implementation details of OAI's 2019 codebase☆178Updated last year
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆158Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆40Updated last year
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆41Updated 7 months ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆131Updated 10 months ago
- Pre-Trained Language Models for Interactive Decision-Making [NeurIPS 2022]☆120Updated 2 years ago
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆244Updated 5 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆102Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆54Updated 4 months ago
- ☆133Updated 2 months ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated 11 months ago
- ☆54Updated 3 months ago
- ☆124Updated 7 months ago
- Uni-RLHF platform for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024…☆33Updated 3 months ago
- a simple and scalable agent for training adaptive policies with sequence-based RL☆111Updated this week
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆115Updated 5 months ago
- ☆47Updated last week
- [ICLR 2024 Spotlight] Code for the paper "Text2Reward: Reward Shaping with Language Models for Reinforcement Learning"☆147Updated 2 months ago
- (NeurIPS 2023) Residual Q-Learning: Offline and Online Policy Customization without Value☆30Updated 10 months ago
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆214Updated 3 months ago
- [NeurIPS 2023] Large Language Models Are Semi-Parametric Reinforcement Learning Agents☆34Updated 9 months ago