CausalML / DoubleReinforcementLearningMDP
☆12Updated 5 years ago
Alternatives and similar repositories for DoubleReinforcementLearningMDP:
Users that are interested in DoubleReinforcementLearningMDP are comparing it to the libraries listed below
- ☆44Updated 2 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆18Updated 7 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 5 years ago
- Reinforcement Learning via Latent State Decoding☆30Updated last year
- using information theory to encourage agents to cooperate and compete☆19Updated 6 years ago
- Author's PyTorch implementation of paper "Provably Good Batch Reinforcement Learning Without Great Exploration"☆12Updated 4 years ago
- References at the Intersection of Causality and Reinforcement Learning☆89Updated 4 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 4 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- ☆65Updated 11 months ago
- Dead-ends and Secure Exploration in Reinforcement Learning☆11Updated 5 years ago
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 7 years ago
- ☆85Updated 7 months ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 5 years ago
- ☆17Updated 2 years ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆19Updated 5 years ago
- Implementation prototype of the Deep Deterministic Off-Policy Gradient (DD-OPG) method.☆11Updated 5 years ago
- Code to reproduce Supervised Policy Update (ICLR 2019)☆17Updated 2 years ago
- Safe Policy Improvement with Baseline Bootstrapping☆26Updated 4 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Ranking Policy Gradient☆23Updated 5 years ago
- ☆13Updated 5 years ago
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆37Updated 4 years ago
- Implementation of VALOR (Variational Option Discovery Algorithms)☆10Updated 5 years ago
- 📴 OffCon^3: SOTA PyTorch SAC and TD3 Implementations (arxiv: 2101.11331)☆24Updated 3 years ago
- Robust policy search algorithms which train on model ensembles☆28Updated 8 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- Multi-agent active perception with prediction rewards☆11Updated 4 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 6 years ago