shanest / decisions-games-ai
Lecture notes for a course on Decision and Game Theory for undergraduates studying AI
☆12Updated 5 years ago
Related projects: ⓘ
- using information theory to encourage agents to cooperate and compete☆19Updated 5 years ago
- A library for reinforcement learning research☆54Updated 9 months ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆48Updated last year
- Notes on many interesting RL papers☆23Updated 4 years ago
- ☆25Updated last year
- A collection of code investigating the use of information theory for abstractions in RL☆15Updated 5 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆32Updated 2 years ago
- Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".☆58Updated 11 months ago
- Code for Continual Reinforcement Learning with Multi-Timescale Replay☆20Updated 4 years ago
- Pytorch-based python library for continuous reinforcement learning and imitation learning [superseded by @osudrl/apex]☆13Updated 4 years ago
- ☆13Updated 5 years ago
- Model Primitive Hierarchical Reinforcement Learning☆13Updated last year
- Generalised UDRL☆37Updated 2 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆74Updated 4 years ago
- Great resources for learning optimal control☆16Updated 5 years ago
- Comp 781 Project☆8Updated 5 years ago
- Implementation of the Fast Efficient Hyperparameter Tuning for Policy Gradient Methods https://arxiv.org/abs/1902.06583☆17Updated 4 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆35Updated 5 years ago
- Inferring beliefs about dynamics from behavior☆28Updated 6 years ago
- My solutions to CS285 2019 Fall of UC Berkeley☆14Updated last year
- ☆10Updated 4 years ago
- Code for human intervention reinforcement learning☆33Updated 6 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 3 years ago
- ☆15Updated 2 years ago
- fork of rl-baseline-zoo☆21Updated 4 years ago
- 🤖 Reinforcement Learning paper summaries, notebooks, and articles.☆26Updated 4 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆30Updated 4 years ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆20Updated 2 years ago
- Minimal and Clean Reinforcement Learning Examples in PyTorch☆41Updated 5 years ago
- 📴 OffCon^3: SOTA PyTorch SAC and TD3 Implementations (arxiv: 2101.11331)☆24Updated 3 years ago