plibin / epi-rl
☆12Updated 3 months ago
Related projects: ⓘ
- Paper list of multi-agent reinforcement learning (MARL)☆25Updated 2 years ago
- Experiments on a discrete mean field game model of population dynamics with reinforcement learning☆30Updated 11 months ago
- ☆43Updated 2 years ago
- Code for Expert Supervised Reinforcement Learning☆10Updated 3 years ago
- This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.☆40Updated 9 months ago
- ☆12Updated 3 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆41Updated 3 years ago
- Efficient Exploration through Bayesian Deep Q-Networks☆35Updated 6 years ago
- Public code for implementation and experiments with differentiable decision trees.☆24Updated 2 years ago
- Negative Update Intervals in Multi-Agent Deep Reinforcement Learning☆32Updated 5 years ago
- Implementation of Relational Deep Reinforcement Learning☆25Updated 4 years ago
- Code for Shapley values for explaining reinforcement learning. XRL feature-influence method.☆15Updated 9 months ago
- Deconfounding Reinforcement Learning in Observational Settings☆48Updated 5 years ago
- Multi Type Mean Field Reinforcement Learning☆28Updated 2 years ago
- learning robust rewards with adversarial inverse reinforcement learning☆9Updated 4 years ago
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Updated 4 years ago
- CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team☆25Updated 2 years ago
- City Metro Network Expansion with Reinforcement Learning☆11Updated 4 years ago
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆16Updated 2 years ago
- Paper Collection of Reinforcement Learning Exploration covers Exploration of Muti-Arm-Bandit, Reinforcement Learning and Multi-agent Rein…☆34Updated 4 years ago
- Constrained Exploration and Recovery from Experience Shaping☆20Updated 5 years ago
- Paper list for constrained policy optimization in reinforcement learning.☆64Updated 10 months ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆15Updated 2 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆35Updated 3 years ago
- Hierarchical-DQN in pytorch (not actively maintained)☆65Updated 7 years ago
- Implementation of Deepmind's LaserTag-v0 game in A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning(2017)☆18Updated 5 years ago
- Implementation of Hierarchical Deep Q-Learning (Kulkarni et al., 2016)☆34Updated 5 years ago
- ☆11Updated 4 years ago
- Experiment code for testing effect of various action space transformations in reinforcement learning☆28Updated 4 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆32Updated 2 years ago