miryoosefi / ConRL
Constrained episodic reinforcement learning in concave-convex and knapsack settings
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ConRL
- Reinforcement Learning with Convex Constraints☆14Updated 2 years ago
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11Updated 3 years ago
- Code for doubly stochastic gradients☆25Updated 10 years ago
- Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning☆29Updated 6 years ago
- using information theory to encourage agents to cooperate and compete☆19Updated 6 years ago
- This is my implementation of the Optimality Tightening☆37Updated 7 years ago
- Robust policy search algorithms which train on model ensembles☆28Updated 8 years ago
- A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"☆20Updated 5 years ago
- Code for the paper "Let’s Make Block Coordinate Descent Go Fast"☆45Updated last year
- A community repository for benchmarking Bayesian methods☆10Updated last year
- Representation Learning in RL☆16Updated 2 years ago
- [ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning☆33Updated 4 years ago
- ☆42Updated 7 years ago
- ☆66Updated 8 months ago
- Code for "Function Space Particle Optimization for Bayesian Neural Networks"☆16Updated 2 years ago
- ☆9Updated 4 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆47Updated 6 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 5 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- Generalised UDRL☆37Updated 2 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 3 years ago
- A Jax/Stax implementation of the general meta learning paper: Oh, J., Hessel, M., Czarnecki, W.M., Xu, Z., van Hasselt, H.P., Singh, S. a…☆20Updated 3 years ago
- Contextual Bandits Action Elimination DQN☆19Updated 6 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- ☆19Updated 4 years ago
- ☆16Updated 2 years ago
- ☆26Updated 5 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 5 years ago
- Ranking Policy Gradient☆23Updated 4 years ago