AI4Finance-Foundation / RLSolver
Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.
☆150Updated 9 months ago
Alternatives and similar repositories for RLSolver
Users that are interested in RLSolver are comparing it to the libraries listed below
Sorting:
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆56Updated 2 years ago
- The code for the SRDQN algorithm to train an agent for the beer game problem☆77Updated 2 years ago
- ☆90Updated 2 years ago
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆273Updated 8 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆104Updated 2 years ago
- ☆77Updated 8 months ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆177Updated last month
- ☆31Updated 2 years ago
- Optimization Modeling Using mip Solvers and large language models☆189Updated 6 months ago
- ☆39Updated last year
- Transformer in RL for decision-making☆97Updated 2 years ago
- A Collection on Large Language Models for Optimization☆233Updated 6 months ago
- Python interface for accessing the near real-world offline reinforcement learning (NeoRL) benchmark datasets☆119Updated 5 months ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆161Updated 4 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆34Updated 2 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆530Updated last year
- Recent research papers about Foundation Models for Combinatorial Optimization☆288Updated last week
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆86Updated last year
- Multi-Objective Reinforcement Learning algorithms implementations.☆378Updated 5 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆573Updated 2 weeks ago
- Multi-objective Gymnasium environments for reinforcement learning☆319Updated 2 months ago
- Re-implementations of SOTA RL algorithms.☆132Updated last year
- A library for mean-field games.☆51Updated 2 weeks ago
- Predict and search framework for MilP☆53Updated 2 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆202Updated 8 months ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- This is the official implementation of ERL-Re2.☆64Updated 10 months ago
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆162Updated 10 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆199Updated 8 months ago
- Starter kit and resources for ACM ICAIF 2023 FinRL Contest. Website: https://open-finance-lab.github.io/finrl-contest.github.io/☆52Updated 3 months ago