[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
☆134Oct 9, 2020Updated 6 years ago
Alternatives and similar repositories for PGMORL
Users that are interested in PGMORL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Objective Reinforcement Learning☆309Aug 10, 2021Updated 5 years ago
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆105May 5, 2023Updated 3 years ago
- Multi-Objective Reinforcement Learning sandbox☆12Dec 20, 2021Updated 4 years ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆542Sep 21, 2026Updated last month
- implementation for UCB-driven Utility Function Search for Multi-objective Reinforcement Learning based on Decomposition☆14May 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Simulation environments for Multi-Objective Reinforcement Learning (MORL)☆17Aug 2, 2022Updated 4 years ago
- Multi-Objective Reinforcement Learning components built on top of RL glue components☆30Apr 17, 2023Updated 3 years ago
- Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is t…☆45Oct 29, 2020Updated 6 years ago
- ☆14Aug 27, 2025Updated last year
- 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
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆44Nov 15, 2023Updated 2 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆49Apr 14, 2019Updated 7 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆34Dec 7, 2024Updated last year
- Evolutionary Multiobjective Optimization Implementation in C++11☆12Aug 8, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆43May 25, 2023Updated 3 years ago
- Modular Multi-Objective Reinforcement Learning with Decision Values☆25Dec 8, 2022Updated 3 years ago
- (NeurIPS 2025) COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space☆20Dec 12, 2025Updated 10 months ago
- Multi-Objective Deep Reinforcement Learning☆45Jan 1, 2017Updated 9 years ago
- ☆272Aug 24, 2026Updated 2 months ago
- Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding (RSS 2021)☆11Oct 22, 2021Updated 5 years ago
- reinforcement learning algorithm for multi-objective optimization problem☆18Dec 19, 2020Updated 5 years ago
- [ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning☆147Aug 12, 2021Updated 5 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆1,237Oct 16, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Sep 25, 2019Updated 7 years ago
- Code to accompany the paper 'On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations'☆10Apr 16, 2026Updated 6 months ago
- Code to reproduce Supervised Policy Update (ICLR 2019)☆17Dec 8, 2022Updated 3 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 5 years ago
- [SIGGRAPH 2019] Learning to Fly: Computational Controller Design for Hybrid UAVs with Reinforcement Learning☆80Nov 3, 2022Updated 4 years ago
- Multi-objective reinforcement learning for covid-19 control☆12Aug 12, 2021Updated 5 years ago
- ☆16Jul 1, 2021Updated 5 years ago
- ☆31Feb 26, 2024Updated 2 years ago
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆167Oct 15, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [Neurocomputing, 2023] Personalized Robotic Control via Constrained Multi-Objective Reinforcement Learning☆28Dec 25, 2023Updated 2 years ago
- Learning and optimization algorithms compatible with EngiBench☆19Oct 1, 2026Updated last month
- Code for the paper "Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation"☆19Jul 11, 2023Updated 3 years ago
- ☆14Jul 5, 2021Updated 5 years ago
- ☆13Jul 9, 2021Updated 5 years ago
- gym-auv repository upgraded to Stable-Baselines 3☆13Aug 24, 2023Updated 3 years ago
- [RSS 2021] An End-to-End Differentiable Framework for Contact-Aware Robot Design☆164Apr 14, 2023Updated 3 years ago