Yuxing-Wang-THU / Surrogate-assisted-ERLLinks
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning
☆13Updated 2 years ago
Alternatives and similar repositories for Surrogate-assisted-ERL
Users that are interested in Surrogate-assisted-ERL are comparing it to the libraries listed below
Sorting:
- Average-Reward Reinforcement Learning with Trust Region Methods☆9Updated 2 years ago
- A clean and robust implementation of Prioritized DQN and Prioritized Double DQN☆20Updated last year
- 这是一个关于基于模型的强化学习的资料,包括一些代码地址、paper、slide等。☆43Updated 4 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆51Updated 4 months ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆49Updated 2 years ago
- Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]☆72Updated 6 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆100Updated 3 years ago
- BipedalWalker & BipedalWalkerHardcore solved by SAC☆25Updated last year
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 4 years ago
- Study of paper "Meta reinforcement learning for sim-to-real domain adaptation"☆18Updated 3 years ago
- Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆55Updated last year
- (ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search☆26Updated last year
- Jax and Torch Multi-Agent SAC on PettingZoo API☆86Updated 7 months ago
- Hello😜☆31Updated 4 years ago
- ☆11Updated 3 years ago
- ☆17Updated 4 years ago
- Transformer in RL for decision-making☆96Updated 2 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆79Updated 2 years ago
- This is the official implementation of ERL-Re2.☆64Updated last year
- Implementation of HIRO (Data-Efficient Hierarchical Reinforcement Learning)☆109Updated 4 years ago
- Code for "On the Robustness of Safe Reinforcement Learning under Observational Perturbations" (ICLR 2023)☆46Updated 6 months ago
- ☆39Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆71Updated 3 years ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆65Updated 9 months ago
- Approximate dynamic programming (ADP) and Policy gradient (PG) based sequential optimal experimental design (sOED)☆20Updated 3 years ago
- RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG,…☆17Updated last year
- PyTorch implementation of DDPG for continuous control tasks.☆46Updated 5 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆81Updated 2 months ago
- Implementation of PPO Lagrangian in PyTorch☆49Updated 2 years ago
- A PyTorch implementation of "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆44Updated 2 years ago