AI4Finance-Foundation / RLSolverLinks
Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.
☆156Updated 3 weeks ago
Alternatives and similar repositories for RLSolver
Users that are interested in RLSolver are comparing it to the libraries listed below
Sorting:
- The code for the SRDQN algorithm to train an agent for the beer game problem☆80Updated 2 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆60Updated 2 years ago
- ☆32Updated 2 years ago
- ☆40Updated last year
- Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning☆285Updated 11 months ago
- A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum …☆147Updated this week
- Deep Reinforcement Learning for Nash Equilibria☆43Updated 2 years ago
- Official implementation of our ICML 2023 paper "LinSATNet: The Positive Linear Satisfiability Neural Networks".☆70Updated last year
- A Python library for addressing the supply chain inventory management problem using deep reinforcement learning algorithms.☆92Updated last year
- Order Fulfillment by Multi-Agent Reinforcement Learning☆23Updated last year
- Starter kit and resources for ACM ICAIF 2023 FinRL Contest. Website: https://open-finance-lab.github.io/finrl-contest.github.io/☆52Updated 5 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆112Updated 2 years ago
- My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.☆37Updated 2 years ago
- Optimization Modeling Using mip Solvers and large language models☆199Updated 8 months ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 4 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆191Updated 2 months ago
- A curated list of resources for genetic programming.☆60Updated 7 months ago
- Hierarchical Attention in Reinforcement Learning for Stock Order Executions☆30Updated 4 years ago
- Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwh…☆40Updated 2 years ago
- ☆41Updated this week
- General Python implementation of Monte Carlo Tree Search for the use with Open AI Gym environments.☆40Updated 4 years ago
- Combining Evolutionary Algorithms and deep Reinforcement Learning☆16Updated 7 years ago
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆26Updated last year
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆164Updated 4 years ago
- ☆83Updated last year
- This is the official implementation of ERL-Re2.☆64Updated last year
- A Collection on Large Language Models for Optimization☆268Updated 8 months ago
- Colab notebooks part of the documentation of Stable Baselines reinforcement learning library☆229Updated 5 months ago
- PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…☆71Updated 5 years ago
- Trading Robot based on LSTM-PPO☆27Updated 5 years ago