Friday, June 29, 2007

Up to the minute news!

Data from N. hollandicus Operant Conditioning
Criterion: Subject must beak target rock as indicated with target stick. Beaking the stick or beaking another rock before indicated target is counted as an error. Subject is still rewarded upon successful touching of target, even if numerous incorrect trials are made first.
5 targets used: pink, clear, green, shiny, rust rocks.

2007/06/28
Session C1: 82% correct. 14 successful repetitions, 3 errors. Errors with "pink rock" and "clear rock". [Session interrupted near start. Bird B jumped across to the treat dish and gorged himself while researcher was distracted with telecommunications.] 1226h.

Session B1: 33% correct. 5 successful repetitions, 10 errors. Zero correct repetitions with "rust rock" and "shiny rock". Some errors with "green rock" and "pink rock". No errors with "clear rock". I've observed that Bird B appeared to dislike the rust rock the most, often throwing that one off the table first. Animosity toward rust rock appears to have declined recently. 1233h.

Session C2: 80% correct. 12/3 R/E (# of successful repetitions over errors). 2 out of 3 errors were targets to stick rather than pink and clear rocks. Touched green rock instead of rust rock on the other error. No errors on green and shiny rocks. 1233-1238h.

Session B2: 50% correct. 10/10 R/E. 1 error was target to stick. 1238-1243h.

Session C3: 100% correct. 10/0 R/E. 2027h.

Session B3: 83% correct. 10/2 R/E. Both errors on green rock. 2029-2031h.

2007/06/29
C1: 57% correct. 8/6. Zero correct on green rock. Some errors on rust, pink, clear. No errors on shiny. 1339-1343h. Recorded on video 6915.

B1: 82% correct. 9/2. Errors on rust and pink. 1 error on rust was target to stick. 1348-1351h. Recorded on video 6916.

C2: 83% correct. 10/2. 1 error on pink. 1 error on rust was target to stick. Duration 2:36 minutes, ended at 1355h. Recorded on video 6917.

B2: 64% correct. Errors on rust, pink, and clear. Duration 2:41 minutes, ended at 1355h. Recorded on video 6918.
1 target added: purple rock (polished amethyst)
6 total targets used: pink, clear, green, shiny, rust and purple rocks.
C3: 100% correct. 19/0. 1403h. Recorded on video 6919.

B3: 82% correct. 9/2. Duration 1:48 minutes, ended at 1408h. Recorded on video 6920.

C4: Data lost and estimated at 57% correct. Estimated #R/E at 8/6. Many errors, subject disinterested. 1756h. Video recording attempted but failed. Possible distraction?

B4: 50% correct. 4/4. Subject disinterested. 1800h.

Bird C's performance is quite consistent, and successful repetitions usually increases with repeated sessions in succession. C appeared to be stimulated by challenge of added purple rock, and gave a 100% success rate on 19 repetitions immediately after. As previously noted, Bird B's performance and interest fluctuates wildly with his mood. I believe many of B's errors are in fact expressions of frustration as he attacks various targets before focusing on the task. Some of B's errors are due to laziness/efficiency as he beaks all targets in vicinity to procure reward with the least amount of effort.

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Garden update: 2 tomato plants have survived transplanting to the garden, and while not exactly thriving, they are surviving. A couple of tomato seedlings have sprouted out in various containers. Unidentified green lettuce in garden along with other plant life (unsure if it's mesclun lettuce or weeds) are doing well and some have been harvested. Red butterworth lettuce in containers also doing well. Several sweet pepper plants are growing, with one in particular growing leafier and larger. Others are tiny.

I'll post another version of the flyaway bird photo. Can you spot him?

Thursday, June 28, 2007

Cut On The Bias

Details of Operant Conditioning Study Procedure on Nymphicus hollandicus
I realize I need to expand on my Step 3 from last post instead of lumping all the progressions into one.

3. Introduce secondary target: a green tiny plastic sword for cockatails - haha. Secondary target is touched with target stick, and N. hollandicus must touch secondary target, rather than target stick itself, in order to procure reward.

4. After success with Step 3, multiple secondary targets are introduced in addition to first, for total of 3 targets. All targets are plastic cocktail sticks, referred to as "swords" with the subjects due to characteristics of first target used, i.e. "green sword", "clear sword" and "white sword". (I'll have to teach the birds how to read 1950s Vegas typefaces another day, then we can use "Mirage swizzle" and "Bellagio stick" as alternative names.)

5. After success with Step 4, a different and larger set of targets replace the "swords".

Observations:
I don't have notes on the early period of the experiment, but after a few sessions, both birds had learned to touch the stick for a treat (Steps 1-2) and after a few more sessions, had readily learned to touch the green TPS for their treat instead (Step 3). After several days on Step 4 (about two sessions per day), both subjects were regularly attaining an estimated 90% success rate with the 3 "sword" targets. I would touch a given swizzle stick with my own target stick, give the verbal cue, e.g., "Clear sword", and the bird would touch the correct "sword" on the first try.

I realized that with only 3 targets total to choose from, it was pretty easy as a challenge. I needed to change the targets for several reasons: i) to ensure that the subjects weren't unduly focusing on the swizzle sticks and missing the point of targetting; ii) to get more persuasive results with a more difficult task; and iii) to keep them stimulated and interested in "playing clicker". Furthermore, the green sword had been broken by a certain bird who shall remain nameless, so my idle fantasy of teaching the birds a little fencing routine were dashed for the time being. They did like picking up the green sword and swashing it around, though, and I still think they're handsome and charismatic enough to be movie stars!

It was time to move on to Step 5. I needed some new targets that were colourful, distinct, in a set greater than 3, and preferably less fragile than the swords, so I got the Fisher Price kids. I'll post a photo of all the Materials used in the experiment, which will better explain my problem.
The Fisher Price kids turned out to be a Pandora's Box of linguistics.

Upon first glance, they appeared to be a fairly simple set of toys: 2 girls, 2 boys, 2 in green, 1 in blue, 1 in red, 2 hairless, 1 with blonde hair, 1 with red-orange hair, 3 with peach complexion, 1 with dark brown complexion. I first referred to them by clothing colour and gender, i.e., "green girl", "red boy", "green boy", "blue girl", before I realized that I was imposing my own cultural bias. The toys had no genitalia, and I was assuming their sex based on hair, clothing and torso shape. Of course men could wear long hair, pigtails and frilly collars as well as women, and women could be hairless also. Who am I to judge someone else's gender based on my own antiquated notions of masculinity or femininity? I'm not proud of my prejudices, and I didn't want to pass them on to innocents.

The verbal cues became longer, to the tune of "yellow-haired blue kid" and "bald kid in red" and other equally long-winded and inconsistent phrasing. Not only were the birds unlikely to learn the names of the colours, but I was worried that they were not even associating the verbal cues with the proper targets, even if they understood the concept of colour. When the toys were standing upright, the birds would often touch the head of the toy, not the coloured torso. I then tried to rename the targets but I couldn't come up with neutral and sensible names for them based on their upper characteristics. Was the hair "blonde" or "yellow"? "Red" or "orange" or "red-orange" hair? Were the follicularly challenged toys "bald", "shaved", "hairless" or just "sparse"? Was the dark-skinned toy "black" or "brown" or what?

An added complication was that Bird B would often get frustrated during training and throw or shove targets off the work table, and he appeared to have a particular distaste for the "red kid with no hair" who happened to be the only one with a dark brown-skinned head. Now, I don't think B is racist, but rather that he has some unresolved issues with brown plastic things (if you know him, you know what I'm talking about, and if you don't, I'm not at liberty to discuss his personal history here) but I still wasn't wild about the implications of training B to peck at and attack brown anthropomorphic entities on the head. His attack instincts are well-honed enough for me already, thank you very much.

The birds must have been about as confused as I was, since they never picked up on the training with the Fisher Price targets to any great degree of success. I think Bird C did do a bit better than B, as usual. Bird C tends to pick up on new challenges faster, and Bird B seems to learn from C's success (Model/Rival, much like what I read about in Pepperberg's The Alex Studies) as long as he's not too frustrated and if he's in the mood to indulge me.

A couple days ago, I moved on to the semi-precious gemstones as the new targets, starting with the set of 5 as pictured. These targets were comparatively easy to name by physical characteristics: "green rock", "clear rock", "shiny rock", "rust rock" and "pink rock". I've become more aware of the importance of simplicity in verbal cues, and now I simply say firmly "green rock" or sometimes "touch green rock", instead of "[Bird C], touch the green rock, please." I do praise quite effusively when I get excited, but that's when they're eating their rewards and not likely to be distracted by anything that comes out of my mouth. I figure the verbal cue needs to be clarifying rather than confusing, and it's not worth the confusion to impose human etiquette on them right now.

2007/6/27 Notes
I did 4 early sessions yesterday, and repeated this twice more through the day, whenever the birds seemed receptive and a bit hungry, thus motivated. I alternate sessions with each bird so they don't get too frustrated watching the other one eat.

Session C1:
A lot of misplaced targetting as C goes for stick quite frequently, rather than target rock. B gets excited watching C get rewards and jumps down to compete. I separate them before an all out rumble ensues.

Session B1:
A lot of trial and error for B, as he touches different rocks for each task. High frustration, pushes rocks off table.

Session C2:
Higher success this round, about 5 minutes after Session C1. C goes for target rock instead of target stick, with high success in choosing correct rock. Sometimes, he seems to "forget" which rock I had touched. With a repeated verbal cue, C appears to pause and think about the verbal cue, then correctly touch the indicated target rock.

Session B2:
Higher success than B1 as well. Less frustration and more concentration on task.

Session C3 (hours later):
Very successful with target rocks. Good focus, long attention span.

Session B3:
Attacks targets. B quite successful when he focuses, but B is short on attention and long on frustration. (We need to work on that!)

I plan to record observations more quantitatively from now on. I also want to figure out how to incorporate the Model/Rival strategy more. As evidenced in the above notes, B often feels so compelled by the rival aspect that he jumps down to compete directly with C for the task's reward. B's success rate in these instances is close to if not exactly 100%. However, I don't want to encourage too much direct competition, since B is physically stronger, more aggressive, and has a sharper beak than C and I'd worry for C's safety. Not to mention a possible breakdown of the relatively harmonious relationship between the two if B saw C too regularly as a rival rather than friend. Looks like I can use a human model after all.

Added note: In previous Model/Rival strategies with the birds, B has always been very receptive. C did not care at all. It seems that C is internally motivated (by his stomach, to be exact!) to learn and succeed, whereas B is perhaps more motivated by the social interaction and by not being "left behind". (Insert further analysis of B's psyche based on past traumatic experiences.)

Tuesday, June 26, 2007

The O.C.

I haven't been taking notes on my experiment in Operant Conditioning with the birds, so it's probably time for an update.

Materials:
2 specimens of Nymphicus hollandicus, 21-22 years of age, chosen at non-random degree of randomness (not really random, but they should be unrelated at least)
Target stick (long wood stir stick)
Clicker (jar lid)
Brown and white rice as treats, steamed
Plastic cocktail stir sticks from my last trip to Vegas:
- A green tiny plastic sword
- A white/gold stick from the Mirage
- A clear/gold stick from the Bellagio
4 Fisher Price wood/plastic boys and girls of various colours & other targets

Procedure:
I read this page on clicker training birds online and have basically been attempting to follow it.

1. Reward N. hollandicus with rice treat and click for touching target stick.
2. Repeat until reliably successful.
3. Reward N. hollandicus for touching secondary target indicated by stick.

Observations:
Bird C quickly attained success with Procedures 1-2, surpassing Bird B's performance. After about 3 sessions, both were readily able to seek out and touch the stick for their treats.

We've done a few rounds of Procedure 3. Here's a picture for now... More later.

Wednesday, June 20, 2007

Training Days

I've started Operant Conditioning with the birds. This came about when a certain bird who will remain nameless (let's say, Bird B) starting flying outside despite an explicit understanding to the contrary. "No wings outside" was always the rule! To be fair, he was startled into flying when a small flock of wild birds took off, and he just went with the fly and flapped upwards. A panicked bird flies pretty hard so he quickly ended up in a tree, probably 20 m up. Then B couldn't get back down; he'd try to fly down and instead would end up in other, higher trees. Flying down at a steep angle is apparently much harder than flying up at the same angle. We were finally reunited after much coaxing and roof-climbing, and I thought he had learned his lesson from all the screaming panic and stress. But, nope, it soon happened again, and each time he seemed to enjoy winging about a bit more. I've posted a picture -- see if you can spot the flyaway cockatiel stranded in this idyllic scene.

I decided to start the clicker conditioning with B, in hopes of training him into coming when called. We also started flight training with steeper descents. The clicker training's been going well so far. Bird C has taken a surprising interest in it, to the point where he was surpassing Bird B, and B would fidget and look jealously on as C was getting all the treats! I now have the natural Model/Rival situation which has worked so well for Dr. Irene Pepperberg and her genius Grays like Alex, without even needing a human dummy!

At this point, I'm not sure who is being trained better: the birds at touching the target as I intend, or me at dutifully feeding them treats whenever they deign to humour me.

Training is everything. The peach was once a bitter almond; cauliflower is nothing but cabbage with a college education.
- Mark Twain