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Reinforcement Learning 1 - Domain Representation
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23:35
An Object-Oriented Representation for Efficient Reinforcement Learning
Aug 04, 2008
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5276 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5516/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=666016d5272c51be189db23fb0228f74406d4d8f835ca4b79f20b7c575c4615c)
26:14
Hierarchical Model-Based Reinforcement Learning
Aug 04, 2008
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5174 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5517/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=52c26c04edf61f3900f57dd82091753c2e9366b542d278e30ac43d2cfd4f4089)
22:45
On the Hardness of Finding Symmetries in Markov Decision Processes
Aug 04, 2008
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3512 Views
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24:34
Reinforcement Learning in the Presence of Rare Events
Aug 04, 2008
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3760 Views
Reinforcement Learning 2 - Value Representation and Online Learning
![video-img](https://apiminio.videolectures.net/vln/lectures/5519/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=ee67d56da2e91bead155620c721e8d62952ee8d5a4749b7b18a8e00727be4f4d)
25:00
Online Kernel Selection for Bayesian Reinforcement Learning
Aug 04, 2008
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4311 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5521/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=253b4d73d0f92dcf83601aff84df8d704c1a4d2eaa4522ebc94dc33f557e2031)
22:01
On-line Discovery of Temporal-Difference Networks
Aug 04, 2008
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3104 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5522/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=557c3c37fc533dcaa4194f320e1d4b89e3707ffe95f2aa11c35a960ce181063d)
18:42
Prediction with Expert Advice for the Brier Game
Aug 04, 2008
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2990 Views
Reinforcement Learning 3
![video-img](https://apiminio.videolectures.net/vln/lectures/5523/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=165dff87cedb48c4d6fbb38df0f56e1e8ad78dbcd76df3d2cf87f3bb000c700c)
28:40
Non-Parametric Policy Gradients: A Unified Treatment of Propositional and Relati...
Aug 04, 2008
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3072 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5524/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=b056837f3a2d67f357f908e661e02938e0b1f55f1ce7171b54bed2fb62961644)
23:09
Space-indexed Dynamic Programming: Learning to Follow Trajectories
Aug 04, 2008
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4006 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5525/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=7803c7a9c148d3169ef7b2966d705932dd32cbeebd64b14700c625124db657e8)
27:38
Privacy-Preserving Reinforcement Learning
Aug 04, 2008
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3517 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5526/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=aaa215c4cd7ae0dc6be187c0d0a7080cccf7c1d96b5a406899d8a75044ed1f65)
18:21
Learning All Optimal Policies with Multiple Criteria
Aug 04, 2008
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3038 Views
Reinforcement Learning 4 - Active Learning
![video-img](https://apiminio.videolectures.net/vln/lectures/5527/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=87ddbb3bd86d3c33be0ac1409614e0c4037c1410abe3b009737059a05ce1669c)
25:11
Active Reinforcement Learning
Aug 06, 2008
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5231 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5528/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=46874143ab5cc3b3196b563c98787c7520ce02add611023aed6c44d91f9709a6)
19:59
Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active L...
Aug 06, 2008
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5770 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5529/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=9eca3773a047e2abbeb227edde0d5ef59cf668c7d435a685183f2d5673113cf3)
24:33
The Many Faces of Optimism: a Unifying Approach
Aug 06, 2008
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3206 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5530/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=7f54409262ef1a8ad8623e79d0af66ae63b1dfb9c44d3351767bff25a6ac455a)
29:28
Transfer of Samples in Batch Reinforcement Learning
Aug 06, 2008
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3552 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5531/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=b1cba8e4470f56d53c105ad5515c9483cfca68aaccc3a532d9817804b2cc0b92)
24:13
Exploration Scavenging
Aug 06, 2008
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3044 Views
Reinforcement Learning 5
![video-img](https://apiminio.videolectures.net/vln/lectures/5532/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=05c17e5419dc055093babbb496597e9d359e6b8ab74d77efea0b69acde849553)
26:11
An Analysis of Linear Models, Linear Value-Function Approximation, and Feature S...
Aug 12, 2008
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4638 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5533/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=ae2738968d8d00c9b56079f4703c1b6c4ebc1e4cf9755a32596b8f21be97c298)
19:04
An Analysis of Reinforcement Learning with Function Approximation
Aug 12, 2008
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5588 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5534/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=f036c48180ad7dae1505d1cfab76cf8eaa3d523f5c96de26a832a697553171fd)
24:41
Apprenticeship Learning Using Linear Programming
Aug 12, 2008
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4317 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5535/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=e3dde8d32d9f1e873e1e10e703f03823fa9246429eebdc799e14c5cdc0fc789a)
24:32
Preconditioned Temporal Difference Learning
Aug 12, 2008
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3276 Views
Reinforcement Learning 6
![video-img](https://apiminio.videolectures.net/vln/lectures/5536/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=6b28d30c091874bbf71aa92061bb27a369de1f5381cb5fd51945b0e07a98c7ba)
27:58
Automatic Discovery and Transfer of MAXQ Hierarchies
Aug 12, 2008
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3260 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5537/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=52d65dbf5e3abf23e8f5950d8c1e92f12667e87ddf590d5be52ed8ee5cd24686)
22:16
Sample-Based Learning and Search with Permanent and Transient Memories
Aug 12, 2008
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3491 Views
![video-img](https://apiminio.videolectures.net/vln/lectures/5538/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093824Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=7e22257ac5e771d3244bac913ba174957d9ef7394d273483a5da30b1d0c4b278)
28:04
Efficiently Learning Linear-Linear Exponential Family Predictive Representations...
Aug 12, 2008
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4563 Views
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27:03
A Semi-parametric Statistical Approach to Model-free Policy Evaluation
Aug 12, 2008
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2989 Views