hossam-mossalam / multi-objective-deep-rlView external linksLinks
Multi-Objective Deep Reinforcement Learning
☆45Jan 1, 2017Updated 9 years ago
Alternatives and similar repositories for multi-objective-deep-rl
Users that are interested in multi-objective-deep-rl are comparing it to the libraries listed below
Sorting:
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆104May 5, 2023Updated 2 years ago
- Modular Multi-Objective Reinforcement Learning with Decision Values☆25Dec 8, 2022Updated 3 years ago
- Multi-Objective Reinforcement Learning☆296Aug 10, 2021Updated 4 years ago
- Multi-objective reinforcement learning deals with finding policies for tasks where there are multiple distinct criteria to optimize for. …☆24Dec 13, 2018Updated 7 years ago
- Multi-Objective Reinforcement Learning components built on top of RL glue components☆29Apr 17, 2023Updated 2 years ago
- Multi-task Multi-agent Soft Actor Critic for SMAC☆15Jan 18, 2022Updated 4 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆33Dec 7, 2024Updated last year
- ☆12Jun 26, 2020Updated 5 years ago
- Julia Implementation of the POMCP algorithm for solving POMDPs☆12Aug 6, 2021Updated 4 years ago
- Google AI Research☆10Mar 11, 2020Updated 5 years ago
- Multi-Objective Reinforcement Learning sandbox☆12Dec 20, 2021Updated 4 years ago
- Multi-objective reinforcement learning for covid-19 control☆12Aug 12, 2021Updated 4 years ago
- Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper☆182Jun 8, 2020Updated 5 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- Improving upon state of the art cooperative deep reinforcement learning in StarCraft II☆13May 16, 2019Updated 6 years ago
- PyTorch implementation of DARLA preprocessing models☆11Jan 30, 2018Updated 8 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆24May 30, 2019Updated 6 years ago
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆125Oct 9, 2020Updated 5 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆168Dec 8, 2022Updated 3 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆39Nov 15, 2023Updated 2 years ago
- [UAI 2023] Improvable Gap Balancing for Multi-Task Learning☆16May 29, 2023Updated 2 years ago
- Assignments for CS294-112.☆30Sep 11, 2019Updated 6 years ago
- Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning☆36Feb 13, 2021Updated 5 years ago
- [IJCAI 2022] "Dynamic Sparse Training for Deep Reinforcement Learning" by Ghada Sokar, Elena Mocanu , Decebal Constantin Mocanu, Mykola P…☆14May 13, 2022Updated 3 years ago
- Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020☆33Jul 22, 2021Updated 4 years ago
- Library for model based RL in robotics☆37Sep 10, 2018Updated 7 years ago
- Deep Reinforcement Learning for Multi Agent Soccer☆16Dec 15, 2016Updated 9 years ago
- RC-NFQ: Regularized Convolutional Neural Fitted Q Iteration. A batch algorithm for deep reinforcement learning. Incorporates dropout regu…☆12Mar 17, 2021Updated 4 years ago
- Exploring algorithms in the domain of offline reinforcement learning (REM, Ensemble-DQN, DQN, ...)☆17Jul 7, 2020Updated 5 years ago
- Source code for "Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards" (CoRL 2018)☆13Oct 8, 2018Updated 7 years ago
- Asynchronous Advantage Actor Critic☆20Aug 15, 2016Updated 9 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆24Apr 8, 2024Updated last year
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Sep 13, 2019Updated 6 years ago
- A simple framework for distributed reinforcement learning in PyTorch.☆16Apr 24, 2020Updated 5 years ago
- Matlab Implementation of Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning☆17Mar 14, 2017Updated 8 years ago
- OpenAI Gym environment for Robot Soccer Goal☆18May 17, 2019Updated 6 years ago
- Pytorch implementation of distributed deep reinforcement learning☆76Jul 4, 2022Updated 3 years ago
- A framework for training Reinforcement Learning agents in Minecraft with Project Malmö☆19Apr 3, 2018Updated 7 years ago
- Reinforcement Learning and Deep Learning Resources☆16Apr 13, 2018Updated 7 years ago