Download Adaptive and Learning Agents: International Workshop, ALA by Edward Robinson, Peter McBurney, Xin Yao (auth.), Peter PDF

By Edward Robinson, Peter McBurney, Xin Yao (auth.), Peter Vrancx, Matthew Knudson, Marek Grześ (eds.)

This quantity constitutes the completely refereed post-conference court cases of the overseas Workshop on Adaptive and studying brokers, ALA 2011, held on the tenth foreign convention on self reliant brokers and Multiagent structures, AAMAS 2011, in Taipei, Taiwan, in could 2011. The 7 revised complete papers awarded including 1 invited speak have been rigorously reviewed and chosen from various submissions. The papers are prepared in topical sections on unmarried and multi-agent reinforcement studying, supervised multiagent studying, version and studying in dynamic environments, studying belief and attractiveness, minority video games and agent coordination.

Show description

Read Online or Download Adaptive and Learning Agents: International Workshop, ALA 2011, Held at AAMAS 2011, Taipei, Taiwan, May 2, 2011, Revised Selected Papers PDF

Similar international books

Smart Health: International Conference, ICSH 2013, Beijing, China, August 3-4, 2013. Proceedings

This e-book constitutes the refereed court cases of the foreign convention for shrewdpermanent health and wellbeing, ICSH 2013, held in Beijing, China, in August 2013. The 15 revised complete papers provided have been conscientiously reviewed and chosen from various submissions. The papers are equipped in topical sections on info Sharing, Integrating and Extraction; Mining medical and scientific facts; shrewdpermanent wellbeing and fitness purposes.

Monoclonal Antibodies and Breast Cancer: Proceedings of the International Workshop on Monoclonal Antibodies and Breast Cancer San Francisco, California — November 8–9, 1984

Breast melanoma, being a disorder with very excessive occurrence within the girl inhabitants, has completely attracted the eye of biologists, biochemists, pathologists, surgeons, and oncologists. within the U. S. by myself nearly 120,000 new circumstances are clinically determined and 37,000 deaths a 12 months are recorded as an consequence.

Ad Hoc Networks: First International Conference, ADHOCNETS 2009, Niagara Falls, Ontario, Canada, September 22-25, 2009. Revised Selected Papers

Advert hoc networks confer with the instant networking paradigm that covers quite a few community types for particular reasons, akin to cellular advert hoc networks, sensor n- works, vehicular networks, underwater networks, underground networks, own zone networks, and residential networks. a few of the sorts of advert hoc networks promise a wide scope of purposes in civilian, advertisement, and army parts, that have ended in major new examine difficulties and demanding situations, and feature attracted nice efforts from academia, undefined, and govt.

Dislocations and Plastic Deformation

Dislocations and Plastic Deformation bargains with dislocations and plastic deformation, and in particular discusses issues starting from deformation of unmarried crystals and dislocations within the lattice to the basics of the continuum idea, the homes of aspect defects in crystals, multiplication of dislocations, and partial dislocations.

Additional resources for Adaptive and Learning Agents: International Workshop, ALA 2011, Held at AAMAS 2011, Taipei, Taiwan, May 2, 2011, Revised Selected Papers

Example text

Reinforcement Learning Transfer via Common Subspaces (a) Simple Pendulum 33 (b) Cartpole swing-up Fig. 3. 2 Inverted Pendulum to the Cartpole Swing-up For the second experiment, we transferred between the systems shown in Figure 3. A detailed description of the task’s dynamics can be found elsewhere [2]. S1 is described by the θ1 and θ˙1 variables representing the angle and angular speed of the inverted pendulum respectively. S2 is described by θ2 , θ˙2 , x, and x˙ representing the angle, angular speed, position, and velocity of the cartpole, respectively.

Thus, the common task subspace Sc is described via the variables x and x˙ for mass #1 in both systems. Source Task: Single Mass System. The FVI algorithm was used to learn an optimal policy, π1∗ , for the first mass system. A parametric representation of the value function was used: V (s) = Ψ T Φ(s) and V (s) = (ψ1 ψ2 ψ3 ψ4 ψ5 )(x21,1 x1,1 x˙ 21,1 x˙ 1,1 1) . 5 We believe that carefully setting β1 and β2 may only be necessary when the source and target tasks are very dissimilar but we leave such explorations to future work.

Now choose the initial state s0 of ΓC from say ΓA ’s states. Accordingly, not all stage games in ΓC can be played. Since by definition of SSGs, each stage game must be played at least once, not all stochastic games can be translated into a sequential stage game. Together with the construction above, Prop. 1 follows. e. sequential stage games where each stage game is a cooperative one. e. all cooperative static games with a common agent set A which also share the same joint action set U . For better readability, we will write CCSG if we refer to CCSG(A, U ).

Download PDF sample

Rated 4.65 of 5 – based on 35 votes