miryoosefi / ConRLLinks
Constrained episodic reinforcement learning in concave-convex and knapsack settings
☆11Updated 2 years ago
Alternatives and similar repositories for ConRL
Users that are interested in ConRL are comparing it to the libraries listed below
Sorting:
- Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning☆30Updated 8 years ago
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11Updated 4 years ago
- Robust policy search algorithms which train on model ensembles☆30Updated 9 years ago
- Code implementation of: "Graying the black box: Understanding DQNs"☆20Updated 8 years ago
- Reinforcement Learning with Convex Constraints☆14Updated 3 years ago
- Tools for robustness evaluation in interpretability methods☆10Updated 4 years ago
- A community repository for benchmarking Bayesian methods☆12Updated 2 years ago
- [ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning☆34Updated 6 years ago
- ☆12Updated 3 years ago
- This is my implementation of the Optimality Tightening☆37Updated 8 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 5 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆51Updated 7 years ago
- Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcemen…☆32Updated 5 years ago
- Model Primitive Hierarchical Reinforcement Learning☆13Updated 3 years ago
- Code for VIREL: A Variational Inference Framework for Reinforcement Learning☆14Updated 6 years ago
- Code for the paper "Let’s Make Block Coordinate Descent Go Fast"☆48Updated 2 years ago
- ☆31Updated 7 years ago
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Updated 3 years ago
- Exploring the use of options in creating small worlds for faster learning in RL Domains☆16Updated 14 years ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆23Updated 7 years ago
- Representation Learning in RL☆13Updated 3 years ago
- using information theory to encourage agents to cooperate and compete☆19Updated 7 years ago
- **Sferes2 module** A unifying modular framework for Quality-Diversity algorithms☆22Updated 5 years ago
- Count based exploration with the successor representation for Unity ML's Pyramid☆12Updated 6 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆96Updated 7 years ago
- An official JAX-based code for our NeuraLCB paper, "Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization", ICLR…☆13Updated 3 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Updated 3 years ago
- Ranking Policy Gradient☆23Updated 6 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆48Updated 7 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 6 years ago