yangheng95 / InstOptimaLinks
This repo is for our EMNLP2023 short paper (Findings): InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators.
☆13Updated last year
Alternatives and similar repositories for InstOptima
Users that are interested in InstOptima are comparing it to the libraries listed below
Sorting:
- The official implementation of the paper "Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork".☆12Updated last year
- [NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu …☆28Updated 3 years ago
- GPT-Critic: Offline Reinforcement Learning for End-to-End Task-Oriented Dialogue Systems☆10Updated 3 years ago
- Code for Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation @ NeurIPS 2021☆13Updated 4 years ago
- code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning☆42Updated last year
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- ☆11Updated 10 months ago
- ☆17Updated 4 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆13Updated 4 years ago
- ☆11Updated 4 years ago
- Representation Learning in RL☆13Updated 3 years ago
- ☆46Updated 2 years ago
- Evolutionary-Algorithm and Large-Language-Model☆22Updated last year
- Official code for "Decoding-Time Language Model Alignment with Multiple Objectives".☆27Updated last year
- Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]☆22Updated 9 months ago
- Source code for the TMLR paper "Black-Box Prompt Learning for Pre-trained Language Models"☆56Updated 2 years ago
- Code associated with our paper "Estimating Risk and Uncertainty in Reinforcement Learning"☆11Updated 2 years ago
- ☆32Updated 2 years ago
- Implementation of ICML 2023 paper: Future-conditioned Unsupervised Pretraining for Decision Transformer☆28Updated 2 years ago
- ☆17Updated 2 years ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆29Updated 3 years ago
- Uncertainty quantification for in-context learning of large language models☆16Updated last year
- Implementation of BIMRL: Brain Inspired Meta Reinforcement Learning - Roozbeh Razavi et al. (IROS 2022)☆10Updated 2 years ago
- Bi-level Optimization for Advanced Deep Learning☆47Updated 3 years ago
- Official implementation of "Improvable Gap Balancing for Multi-Task Learning".☆15Updated 2 years ago
- Large Language Model for MOEA☆61Updated last year
- ☆35Updated 2 years ago
- ☆13Updated 3 years ago
- ☆12Updated 4 years ago
- ☆18Updated last year