thiagopbueno / dbn-pp
DBN++ Data Structures and Algorithms in C++ for Dynamic Bayesian Networks
☆18Updated 9 years ago
Alternatives and similar repositories for dbn-pp:
Users that are interested in dbn-pp are comparing it to the libraries listed below
- Factored model-based Bayesian Reinforcement Learning framework☆20Updated 2 years ago
- Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and observation spaces.☆56Updated 10 months ago
- ☆11Updated 2 years ago
- Dynamic Bayesian Network library☆11Updated 2 years ago
- NGSIM Driving RL/Imitation learning environment compatible with rllab☆12Updated 7 years ago
- Efficient Point-Based POMDP Planning by Approximating☆90Updated 5 years ago
- ☆24Updated 5 years ago
- Safe Reinforcement Learning algorithms☆74Updated 2 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆28Updated 5 years ago
- FLUIDS is a lightweight driving simulator for benchmarking Deep Reinforcement and Imitation learning algorithms.☆24Updated 5 years ago
- ☆54Updated 7 years ago
- Safe exploration in Markov Decision Processes☆37Updated 7 years ago
- Planning through backpropagation using TensorFlow.☆16Updated 4 years ago
- A Julia package for handling the Next Generation Simulation (NGSIM) traffic dataset☆37Updated 5 years ago
- Driving simulation architecture for Julia☆63Updated 5 years ago
- CUDA optimized code for solving MDPs, POMDPs, and Dec-POMDPs.☆18Updated 3 years ago
- Non-linear policy graph improvement - planning for Dec-POMDPs☆16Updated 4 years ago
- Risk-Averse Distributional Reinforcement Learning: Code☆26Updated 6 years ago
- AA120Q Course Materials☆28Updated 2 months ago
- Comp 781 Project☆9Updated 6 years ago
- Implementation of a highway merging scenario☆30Updated 4 years ago
- Deep Gaussian Process for Inverse Reinforcement Learning☆33Updated 7 years ago
- Inverse Reinforcement Learning Argorithms☆54Updated 5 years ago
- Bayesian Reward Shaping Framework for Deep Reinforcement Learning☆23Updated 6 years ago
- ☆36Updated 8 years ago
- ☆27Updated 5 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆47Updated 6 years ago
- ☆12Updated 6 years ago
- Solving POMDPs using exact and approximate methods☆13Updated 7 years ago
- A safe and efficient autonomous driving algorithm. Winner of the 2019 DriveML Huawei Autonomous Vehicles Challenge. Built using RLLib and…☆18Updated 5 years ago